{"id":"W7044105995","doi":"","title":"Vibrational spectroscopy and the structure of solids: The example&#13;\\nof carbonate minerals","year":2023,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Scientific Research and Discoveries","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Université Bordeaux Montaigne; Weizmann Institute of Science; Canadian Light Source","keywords":"Mode (computer interface); Field (mathematics); Filter (signal processing); Phase (matter); Work (physics); Frame (networking)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002147093,0.0003199909,0.0002161169,0.0002236406,0.000414126,0.0008316903,0.0005342491,0.0008405205,0.002311582],"category_scores_gemma":[0.0004707113,0.0001418102,0.000266832,0.000353526,0.000964639,0.0007548922,0.0005017177,0.0008029087,0.0003137148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003796105,"about_ca_system_score_gemma":0.0003095935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003895933,"about_ca_topic_score_gemma":0.005578018,"domain_scores_codex":[0.999908,0.00001642527,0.00000186586,0.00001908175,0.00004315994,0.00001147482],"domain_scores_gemma":[0.9999067,0.00005804724,0.000008492018,0.000009358785,0.00001269278,0.000004834501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001105421,0.0002250716,0.00488431,0.001478231,0.00004370074,0.0004969205,0.0009601372,0.1158756,0.04917431,0.6787987,0.007652641,0.1402999],"study_design_scores_gemma":[0.00005096717,0.0003141558,0.007889856,0.0005897831,0.00004309925,0.000426875,0.00111457,0.5684406,0.03218836,0.2532169,0.1356028,0.0001220466],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.563869,0.06734687,0.1994915,0.01346067,0.001169334,0.0001937494,0.0006673388,0.0002722572,0.1535292],"genre_scores_gemma":[0.8080511,0.04628498,0.1171703,0.0006058386,0.0002263513,0.0001192886,0.0002216209,0.00008472195,0.02723573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003895933,"threshold_uncertainty_score":0.007746518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02018884330463344,"score_gpt":0.2665180016368634,"score_spread":0.24632915833223,"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."}}