{"id":"W2954759534","doi":"","title":"Unwrapping Textile Fabric","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Optical measurement and interference techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Textile; Computer science; Materials science; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.005026646,0.0003820145,0.0004205968,0.0002351925,0.0005291693,0.001896778,0.005671798,0.0003292098,0.00009495673],"category_scores_gemma":[0.001726979,0.0003899732,0.0002530833,0.0002070099,0.0002468705,0.0004785471,0.00437074,0.0008538163,0.0001153379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001273356,"about_ca_system_score_gemma":0.0003050742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004926478,"about_ca_topic_score_gemma":0.0002189754,"domain_scores_codex":[0.9953149,0.002103023,0.0005024177,0.0010267,0.0005915415,0.0004614177],"domain_scores_gemma":[0.9919842,0.0005389585,0.000584193,0.004609889,0.002073637,0.0002090607],"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":[0.000004634099,0.000535942,0.000995858,0.0002018057,0.00009809892,0.00001095518,0.004519206,0.000008388304,0.006979525,0.7245379,0.005737158,0.2563705],"study_design_scores_gemma":[0.001139058,0.000003845261,0.009474349,0.01419831,0.000117601,0.00003147941,0.00009527851,0.1734159,0.4752594,0.2401578,0.08283202,0.003274977],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003808722,0.0005036952,0.6686332,0.009276973,0.0003388252,0.0003481482,0.000008360994,0.0007462605,0.3163358],"genre_scores_gemma":[0.8566958,0.0003482622,0.1356635,0.0001140564,0.0000349884,0.00009121471,0.00004635217,0.0000297764,0.006975974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8528872,"threshold_uncertainty_score":0.9998552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03599490150298087,"score_gpt":0.2584429450236556,"score_spread":0.2224480435206747,"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."}}