{"id":"W7012343845","doi":"","title":"Introduction","year":2020,"lang":"fr","type":"book-chapter","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Period (music); Context (archaeology); Work (physics); Power (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007656212,0.0007569318,0.0004451248,0.001206424,0.00276359,0.005174302,0.001600253,0.003045189,0.2869951],"category_scores_gemma":[0.002122708,0.0002886741,0.0004865582,0.001325317,0.002012143,0.003648763,0.002459794,0.002574637,0.1358051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003801586,"about_ca_system_score_gemma":0.003320636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01243437,"about_ca_topic_score_gemma":0.01617359,"domain_scores_codex":[0.9990933,0.000122218,0.00003464053,0.0002326419,0.0003857201,0.0001313974],"domain_scores_gemma":[0.9994023,0.0001356593,0.00002722537,0.00007295678,0.0002648226,0.00009701736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003932702,0.00003550783,0.0001923719,0.0002765283,0.000003567774,0.000217093,0.001674913,0.0001026674,0.0003843483,0.2493226,0.6030423,0.1447088],"study_design_scores_gemma":[9.002324e-7,0.000003035582,0.00005604125,0.00006619596,4.331548e-7,0.00005481865,0.00008944688,0.000006440323,0.00003097832,0.002668923,0.9970209,0.000001702781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007045983,0.01007282,0.002345785,0.006331332,0.004195068,0.00007997609,0.0008122121,0.0002614587,0.9751967],"genre_scores_gemma":[0.004951776,0.004574001,0.001282135,0.003041823,0.0007970762,0.00005977889,0.0005447585,0.0001514001,0.9845973],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7130049,"threshold_uncertainty_score":0.9600942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04890161766738121,"score_gpt":0.272141196032381,"score_spread":0.2232395783649998,"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."}}