{"id":"W2766717865","doi":"10.7202/1041221ar","title":"Réflexion sur les perceptions, conceptions, représentations et affections, ou la quadrature des approches qualitatives en géographie 1","year":2017,"lang":"fr","type":"article","venue":"Cahiers de géographie du Québec","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002029463,0.0005740914,0.0006252391,0.0004852373,0.01156573,0.0008811807,0.0008194567,0.001034223,0.0002675901],"category_scores_gemma":[0.004604597,0.0006230681,0.0008938698,0.0012749,0.07911843,0.001329048,0.0001183295,0.001277516,0.00007926104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073023,"about_ca_system_score_gemma":0.0008904554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1719986,"about_ca_topic_score_gemma":0.4691861,"domain_scores_codex":[0.9936838,0.003484582,0.0005854464,0.000790046,0.0005623508,0.0008937544],"domain_scores_gemma":[0.995346,0.002420951,0.0005815521,0.0006822892,0.0005164517,0.0004527262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002916279,0.0003644447,0.02484082,0.0001336402,0.0004330633,0.00001555063,0.2352815,0.00001452996,0.0001856115,0.6743411,0.04556994,0.01879057],"study_design_scores_gemma":[0.000863623,0.0001525428,0.3721333,0.0003948252,0.0004781146,0.00001878524,0.1698285,0.00001024049,0.00001354185,0.1078464,0.3473058,0.0009543804],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7517012,0.08632469,0.004692249,0.07711402,0.003824209,0.001144925,0.0002217862,0.0005667959,0.07441016],"genre_scores_gemma":[0.876543,0.06288997,0.002186001,0.0005487129,0.001188382,0.0003273313,0.00005825587,0.00007289206,0.05618547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5664947,"threshold_uncertainty_score":0.999622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03183810320528865,"score_gpt":0.3216575879757737,"score_spread":0.289819484770485,"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."}}