{"id":"W2109523084","doi":"10.7202/038806ar","title":"À quoi servent les schémas ? Tabularité et dynamisme linéaire ","year":2010,"lang":"fr","type":"article","venue":"Protée","topic":"Categorization, perception, and language","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":["insufficient_payload"],"category_scores_codex":[0.0007233344,0.0003464143,0.0003121696,0.0001298695,0.0002837239,0.0001367061,0.0003406373,0.0006840484,0.0304644],"category_scores_gemma":[0.0001147144,0.0003537809,0.0002088777,0.0002902034,0.0002590274,0.0002226846,0.00008279792,0.001024995,0.002540114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005475711,"about_ca_system_score_gemma":0.0001419831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00496259,"about_ca_topic_score_gemma":0.01283303,"domain_scores_codex":[0.9977862,0.0003160925,0.0004706335,0.0005959453,0.0002658507,0.0005652645],"domain_scores_gemma":[0.9985979,0.00006176931,0.0001717748,0.0007549907,0.000191529,0.0002220717],"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":[0.000195114,0.003233761,0.1088467,0.001082632,0.0003496181,0.0002025935,0.04862424,0.00004612559,0.0219831,0.5803949,0.02746966,0.2075715],"study_design_scores_gemma":[0.001550239,0.0002175523,0.1628053,0.0001135984,0.0001224079,0.000206152,0.001419237,0.0008907416,0.000218109,0.004307985,0.8275076,0.000641036],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8586497,0.009659255,0.008421429,0.03883304,0.01289902,0.002887663,0.000269502,0.000531716,0.06784866],"genre_scores_gemma":[0.8083205,0.0002834542,0.002042265,0.0009535319,0.002110202,0.0003061597,0.0004244899,0.0001190291,0.1854403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.800038,"threshold_uncertainty_score":0.9998914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01801055412451272,"score_gpt":0.3566936748655636,"score_spread":0.3386831207410509,"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."}}