{"id":"W2947789394","doi":"","title":"MOCA, une approche expérimentale de l'ingénierie des EIAH","year":2003,"lang":"fr","type":"article","venue":"","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":[0.001358201,0.0001239572,0.0001296879,0.00002100538,0.0005142138,0.00006760369,0.0001543377,0.0001333755,0.006240461],"category_scores_gemma":[0.0003753605,0.0001251277,0.00008543539,0.0005502808,0.000794009,0.0002315546,0.00001708181,0.0001216636,0.0002636211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002565257,"about_ca_system_score_gemma":0.000567606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004221062,"about_ca_topic_score_gemma":0.0004003278,"domain_scores_codex":[0.9983912,0.0005003006,0.000174168,0.0002261081,0.0002192447,0.0004890555],"domain_scores_gemma":[0.9992349,0.0002525524,0.00005392419,0.0001299502,0.00006956732,0.000259082],"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":[0.000002548313,0.0003439926,0.002649562,0.00003300405,0.00002759612,0.000002145333,0.02659341,0.00001648132,0.001938381,0.8849719,0.01850187,0.06491914],"study_design_scores_gemma":[0.0001238542,0.00003345981,0.001046922,0.00002304491,0.0000233439,0.000007122464,0.03275393,0.00001494101,0.01053431,0.1357052,0.8195558,0.0001780291],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1039067,0.007314273,0.01018283,0.003901124,0.001356227,0.0001490023,0.000002191318,0.00003433529,0.8731533],"genre_scores_gemma":[0.07113693,0.0007005614,0.361617,0.001136072,0.0003958587,0.00003031643,0.000002204994,0.00001478809,0.5649663],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8010539,"threshold_uncertainty_score":0.9946679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07560985325030076,"score_gpt":0.3960073918809158,"score_spread":0.320397538630615,"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."}}