{"id":"W2276537194","doi":"","title":"Présentation de classe","year":2006,"lang":"fr","type":"article","venue":"","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Computer science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001721893,0.00004449469,0.00003843776,0.00004143028,0.0001565569,0.00003189284,0.00006246679,0.0001688258,0.002897077],"category_scores_gemma":[0.00003937177,0.00004640372,0.00002695991,0.0002598357,0.0002421456,0.0001549108,0.000003628036,0.00008216045,0.0006764529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001746445,"about_ca_system_score_gemma":0.0001673143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01582499,"about_ca_topic_score_gemma":0.01632197,"domain_scores_codex":[0.9994872,0.0000788495,0.0001036622,0.00008563405,0.0000853382,0.0001593061],"domain_scores_gemma":[0.999777,0.00003945832,0.00004104253,0.0000577352,0.00005780666,0.00002692659],"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":[4.029966e-7,0.00006722809,0.01072879,0.000001813541,0.000001708135,3.792537e-7,0.0008303759,0.000002507109,0.0001801433,0.7623608,0.2169339,0.008891995],"study_design_scores_gemma":[0.00008503209,0.00001761703,0.0154243,0.00001166039,0.00001214554,0.000002576771,0.01319021,0.0002738994,0.002481323,0.1473916,0.8210268,0.00008281958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2215827,0.0005970164,0.006211669,0.2427446,0.00316508,0.0001091055,0.000001181899,0.0001568529,0.5254318],"genre_scores_gemma":[0.6596377,0.00007958461,0.002681953,0.0005463829,0.000901632,0.000007763424,0.000008060904,0.000003015376,0.3361338],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6149691,"threshold_uncertainty_score":0.9980144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943445826550334,"score_gpt":0.3522361039876974,"score_spread":0.3328016457221941,"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."}}