{"id":"W4312911380","doi":"10.7202/1085607ar","title":"Recherches théoriques et spéculatives : considérations méthodologiques et épistémologiques","year":2022,"lang":"fr","type":"article","venue":"Recherches qualitatives","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1391829,0.0005023727,0.0007464921,0.0002670606,0.001285441,0.0001743243,0.0007215445,0.0006608472,0.0007032063],"category_scores_gemma":[0.05806748,0.0005435806,0.0003720724,0.001120137,0.004470227,0.001188608,0.0002306002,0.002318142,0.00004882974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001895975,"about_ca_system_score_gemma":0.004740801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002506998,"about_ca_topic_score_gemma":0.0006403187,"domain_scores_codex":[0.7594784,0.2376304,0.0009310417,0.000733056,0.0005756099,0.0006515108],"domain_scores_gemma":[0.8681659,0.1297185,0.0008346267,0.0003659131,0.000701316,0.0002137248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001938365,0.000337907,0.0006429659,0.00004262342,0.0001650156,0.000002565992,0.4126177,0.00005504322,0.0001020746,0.57855,0.005154446,0.002310358],"study_design_scores_gemma":[0.0001662185,0.0004475192,0.002259118,0.00007089711,0.00005068813,0.000008073426,0.3837626,0.00001428217,0.00008084366,0.48923,0.1235066,0.0004032218],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.06525146,0.03579809,0.04022299,0.6394422,0.005750839,0.001254893,0.0003749949,0.000732959,0.2111716],"genre_scores_gemma":[0.2448423,0.02343001,0.6241563,0.01101395,0.002388885,0.0008528621,0.0003275398,0.0001140901,0.09287409],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6284282,"threshold_uncertainty_score":0.9999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8786699025384355,"score_gpt":0.6608238680366972,"score_spread":0.2178460345017382,"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."}}