{"id":"W1989205159","doi":"10.1002/masy.200550207","title":"Study of Molecular Orientation by Vibrational Spectroscopy: From Polymers to Silk","year":2005,"lang":"en","type":"article","venue":"Macromolecular Symposia","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Polystyrene; Raman spectroscopy; Macromolecule; SILK; Materials science; Linear dichroism; Infrared spectroscopy; Infrared; Polymer; Dichroism; Bombyx mori; Relaxation (psychology); Spectroscopy; Polarization (electrochemistry); Chemical physics; Crystallography; Chemistry; Optics; Physical chemistry; Circular dichroism; Composite material; Organic chemistry; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008721219,0.000184716,0.00009808518,0.000227271,0.0001025345,0.0002218329,0.0001396555,0.0001381754,0.000446855],"category_scores_gemma":[0.0001066239,0.0001065415,0.00007756554,0.0001716802,0.0001995095,0.0002579786,0.0001439687,0.0002805761,0.0001157537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001216809,"about_ca_system_score_gemma":0.0000697254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003559799,"about_ca_topic_score_gemma":0.0002936079,"domain_scores_codex":[0.9999651,0.000006388149,0.000001399652,0.000007643586,0.000009575381,0.00000994181],"domain_scores_gemma":[0.999962,0.00001514862,0.000006495254,0.000002859091,0.000006905187,0.000006661496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002804011,0.00001575567,0.0004288138,0.00004271157,0.000003295262,0.00003050052,0.00003863209,0.0002664188,0.9931885,0.0004607859,0.00002803565,0.005468455],"study_design_scores_gemma":[0.000009362462,0.0002920846,0.01065582,0.00002117166,0.0000222242,0.0002062787,0.0001007639,0.005562326,0.9763721,0.000835392,0.005909752,0.00001273528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828115,0.00517604,0.00897008,0.0001184537,0.00001971668,0.00001866017,0.00004701745,0.00004428784,0.00279423],"genre_scores_gemma":[0.9871677,0.005839143,0.005466234,0.00003793419,0.00002068411,0.00001300694,0.00005855426,0.00001189268,0.001384835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000446855,"threshold_uncertainty_score":0.001494884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005665361152777923,"score_gpt":0.2536963479868077,"score_spread":0.2480309868340297,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}