{"id":"W4285724709","doi":"10.4000/dse.4538","title":"Métaphore cladistique appliquée à la structure des problématiques","year":2020,"lang":"fr","type":"article","venue":"Les dossiers des sciences de l éducation","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Humanities; Philosophy; Physics; Political science","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","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002853015,0.0003387027,0.000313809,0.0001283155,0.002498738,0.0007482445,0.0009998323,0.0005023098,0.001183999],"category_scores_gemma":[0.002877077,0.0003334674,0.0001361549,0.002581962,0.01602114,0.0009978802,0.00009482967,0.000721942,0.00004646921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001558456,"about_ca_system_score_gemma":0.001708593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005465028,"about_ca_topic_score_gemma":0.003524401,"domain_scores_codex":[0.994124,0.003160792,0.0004067151,0.0007394701,0.0006334854,0.0009355237],"domain_scores_gemma":[0.9980205,0.0006701873,0.000340496,0.0002184545,0.0002014063,0.0005489012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001349898,0.00007341933,0.01247371,0.0005301824,0.00003397952,0.00001374164,0.5722404,0.002131587,0.005028295,0.160117,0.003356808,0.2439874],"study_design_scores_gemma":[0.0005171971,0.0009293735,0.03228154,0.0009989677,0.0002424521,0.0001178096,0.2465853,0.01711197,0.00970274,0.4701202,0.219644,0.001748479],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8311781,0.01417986,0.07140122,0.02043507,0.001038959,0.0006050351,0.0000305347,0.0003144682,0.06081679],"genre_scores_gemma":[0.7100776,0.000361652,0.2853866,0.00071247,0.0007059458,0.00002973248,0.000009807502,0.00002699384,0.00268915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3256551,"threshold_uncertainty_score":0.9999117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1830209230793496,"score_gpt":0.433163705625596,"score_spread":0.2501427825462464,"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."}}