{"id":"W4205630162","doi":"10.7202/1084567ar","title":"Pages liminaires","year":2021,"lang":"fr","type":"article","venue":"Cinémas Revue d études cinématographiques","topic":"Contemporary art, education, critique","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00201985,0.0006751723,0.000891712,0.0004253031,0.001029644,0.0004626823,0.0008063961,0.0006532397,0.001816356],"category_scores_gemma":[0.0006353956,0.0008603445,0.0007283423,0.00271004,0.001610167,0.003259221,0.0001838456,0.0007059978,0.0002791689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002049586,"about_ca_system_score_gemma":0.001565111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001610434,"about_ca_topic_score_gemma":0.01460287,"domain_scores_codex":[0.9929832,0.002929027,0.001077901,0.001242787,0.0005776283,0.00118951],"domain_scores_gemma":[0.9958596,0.0007976986,0.0004216876,0.001175122,0.001053924,0.0006919717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001657271,0.0008232198,0.02565757,0.0007254864,0.000244412,0.0003983062,0.01583222,0.000004355322,0.0002881218,0.7793438,0.1639645,0.01270142],"study_design_scores_gemma":[0.0002839848,0.000124532,0.01265335,0.001395942,0.0001982807,0.0001484338,0.01473422,0.00001990124,0.002661938,0.01003755,0.9568465,0.0008953493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09821232,0.1032958,0.0002468713,0.387566,0.00608357,0.000798072,0.00007004949,0.000685568,0.4030418],"genre_scores_gemma":[0.6720867,0.1322703,0.003697972,0.001919658,0.002778135,0.0001327779,0.000110167,0.0001301335,0.1868742],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.792882,"threshold_uncertainty_score":0.9993847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04816143483716042,"score_gpt":0.3054211111076152,"score_spread":0.2572596762704548,"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."}}