{"id":"W850047903","doi":"10.71781/6366","title":"La noétique : jalons pour une contribution à une théorie didactique de la connaissance","year":2007,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007496863,0.0002782432,0.000440127,0.00009784898,0.0005195562,0.0005250031,0.0008532586,0.001204399,0.002345267],"category_scores_gemma":[0.004996283,0.0002985244,0.0001159584,0.0006878847,0.000330646,0.0002731237,0.00004817177,0.001188212,0.0001756346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003997072,"about_ca_system_score_gemma":0.001954917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02114078,"about_ca_topic_score_gemma":0.05607417,"domain_scores_codex":[0.9953193,0.002863386,0.0003559,0.0004952577,0.0004142604,0.0005519179],"domain_scores_gemma":[0.996355,0.002399201,0.000459076,0.0002983367,0.0002825677,0.0002058415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003335497,0.0003137695,0.002875733,0.00005848426,0.0001911451,0.000728407,0.1324317,0.00004602828,0.01162804,0.04751201,0.004198063,0.7996831],"study_design_scores_gemma":[0.000914072,0.00005948739,0.02300056,0.0005455879,0.0001454093,0.00001537691,0.03080572,0.00002033881,0.02073836,0.009804252,0.9131751,0.0007757315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2019137,0.0004343849,0.003232589,0.0009489778,0.0004547136,0.0007168948,0.00002791408,0.00001703389,0.7922538],"genre_scores_gemma":[0.8626,0.0001399839,0.02599217,0.00009015234,0.0004845718,0.00007746714,0.0006246761,0.00005935036,0.1099317],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.908977,"threshold_uncertainty_score":0.9999467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03028450764843806,"score_gpt":0.4506602928010235,"score_spread":0.4203757851525854,"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."}}