{"id":"W4233895082","doi":"10.7202/1085368ar","title":"Introduction","year":2006,"lang":"en","type":"article","venue":"Recherches qualitatives","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004050022,0.00068478,0.0005347066,0.002067132,0.002936047,0.006008469,0.001777346,0.001774077,0.2742723],"category_scores_gemma":[0.01199452,0.0003014168,0.0008923609,0.002273899,0.003431626,0.00481207,0.003121498,0.002833723,0.06463737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003466335,"about_ca_system_score_gemma":0.00482785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005657636,"about_ca_topic_score_gemma":0.004351487,"domain_scores_codex":[0.9954358,0.001858829,0.0001594432,0.0008706065,0.001322326,0.000352963],"domain_scores_gemma":[0.9933888,0.002715306,0.0003005458,0.0007610965,0.002392795,0.0004414683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003726307,0.000025284,0.0003018724,0.0003472324,0.000005537651,0.00006130952,0.003381877,0.0001150689,0.0002599909,0.8237017,0.1276646,0.04409834],"study_design_scores_gemma":[0.000008014112,0.00001278359,0.0004553722,0.0003023175,0.000004745809,0.00007352974,0.002217627,0.0001128644,0.0002681032,0.08416799,0.9123642,0.00001239745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.003136908,0.001706978,0.03836801,0.02300155,0.003984233,0.0003706098,0.005871719,0.0006711545,0.9228887],"genre_scores_gemma":[0.1114765,0.003648012,0.03337208,0.009605687,0.00221019,0.001579031,0.006398975,0.001082407,0.8306271],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2742723,"threshold_uncertainty_score":0.9175322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2025239685274455,"score_gpt":0.4305764008603674,"score_spread":0.2280524323329219,"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."}}