{"id":"W1587887974","doi":"","title":"La Boîte Noire : conception et expérimentation de simulations informatiques non disciplinaires pour susciter et soutenir la réflexion épistémologique","year":2007,"lang":"fr","type":"article","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; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003209253,0.0002643993,0.0002413032,0.0001971868,0.0008357552,0.0001260822,0.0002999213,0.0003303078,0.0002053191],"category_scores_gemma":[0.000326416,0.0002903694,0.0001886265,0.0004009272,0.0006674894,0.001490262,0.0001543958,0.0004918599,0.00005626173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098659,"about_ca_system_score_gemma":0.002135245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2005339,"about_ca_topic_score_gemma":0.5095596,"domain_scores_codex":[0.9966599,0.001824887,0.0003639061,0.0003080792,0.000353525,0.0004897038],"domain_scores_gemma":[0.9955784,0.003430683,0.0003201012,0.0002083339,0.0001861331,0.0002763118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001441139,0.0002530962,0.006595064,0.00004780775,0.00006103285,0.0000347562,0.7243936,0.002303018,0.0007306973,0.1751124,0.001216217,0.08910821],"study_design_scores_gemma":[0.001621783,0.000290573,0.3953452,0.0003487142,0.0002091069,0.00005335272,0.395578,0.007099129,0.000370931,0.06520856,0.13304,0.0008346727],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8383783,0.0007520477,0.11054,0.0301031,0.0002955136,0.0003292455,0.00003743616,0.00009183651,0.01947259],"genre_scores_gemma":[0.9706768,0.0008260136,0.02316917,0.0010951,0.0002944701,0.000007639287,0.00008193744,0.00002619545,0.003822645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3887502,"threshold_uncertainty_score":0.9999548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432551092408962,"score_gpt":0.307582085716498,"score_spread":0.2932565747924084,"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."}}