{"id":"W1554588869","doi":"","title":"Herzberg : une simulation multimédia à interactivité variable","year":2003,"lang":"fr","type":"preprint","venue":"Archipelago (Université du Québec à Montréal)","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005154194,0.0007103044,0.0003868218,0.0003853326,0.0006126095,0.001345093,0.001144448,0.001307415,0.01382995],"category_scores_gemma":[0.001857531,0.0004187252,0.0006679829,0.0003128842,0.0006966664,0.0009872904,0.001304501,0.0008100168,0.001259336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009397505,"about_ca_system_score_gemma":0.001169053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0135785,"about_ca_topic_score_gemma":0.009872218,"domain_scores_codex":[0.9996823,0.0000903172,0.00001344652,0.00005751695,0.0001223218,0.00003413859],"domain_scores_gemma":[0.9994924,0.0003287767,0.00002072198,0.00005493934,0.00006648409,0.00003669559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00109963,0.0004405458,0.003387856,0.0006738766,0.0001512408,0.0007838806,0.001804496,0.6186321,0.07432416,0.1311783,0.02084461,0.1466793],"study_design_scores_gemma":[0.0002318918,0.0001660873,0.001038932,0.00007139375,0.00004240943,0.0001474343,0.0001115736,0.8747264,0.03006024,0.01904711,0.07429366,0.00006292784],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07678119,0.000501307,0.8596358,0.0007966005,0.0002874706,0.0004205031,0.001886504,0.01543795,0.04425275],"genre_scores_gemma":[0.4594538,0.0007450391,0.4922138,0.0002486119,0.000057998,0.0009174097,0.001989408,0.001862883,0.04251109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01382995,"threshold_uncertainty_score":0.04626578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300944363394015,"score_gpt":0.2681165297443551,"score_spread":0.245107086110415,"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."}}