{"id":"W4411445108","doi":"10.7202/1118378ar","title":"What Relationship between Qualitative and Quantitative Approaches in the Process and Results of Research? Example: The Gary Project","year":2023,"lang":"en","type":"article","venue":"Mesure et évaluation en éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Qualitative property; Qualitative research; Quantitative research; Reading (process); Exploratory research; Quantitative analysis (chemistry); Qualitative analysis; Outcome (game theory); Process (computing); Psychology; Statistical analysis; Mathematics education; Management science; Sociology; Computer science; Social science; Political science; Engineering; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4582892,0.001074534,0.001596028,0.008759636,0.006788102,0.02027276,0.002960896,0.006170717,0.005864549],"category_scores_gemma":[0.5856503,0.001405542,0.001632899,0.0114013,0.03873382,0.04002324,0.008869674,0.008605954,0.001093537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01490579,"about_ca_system_score_gemma":0.01466542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006410594,"about_ca_topic_score_gemma":0.006612996,"domain_scores_codex":[0.2975562,0.6526445,0.01635171,0.0107841,0.02073693,0.001926694],"domain_scores_gemma":[0.2219037,0.682721,0.01999127,0.02800491,0.04502629,0.002352847],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003673213,0.0002444632,0.00727596,0.009078365,0.0003943569,0.0003860425,0.2830769,0.0004949495,0.001701447,0.5564706,0.01694772,0.1235619],"study_design_scores_gemma":[0.0003268884,0.0002753805,0.00702306,0.03476536,0.0002906767,0.0013051,0.2601475,0.002814214,0.002953797,0.5188934,0.1707633,0.0004412698],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03897361,0.04394174,0.4766951,0.3601696,0.006559653,0.004692889,0.0007500784,0.0004985614,0.0677188],"genre_scores_gemma":[0.5967361,0.0110438,0.3450321,0.03329332,0.001191761,0.007857723,0.0002093034,0.000511101,0.004124775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4582892,"threshold_uncertainty_score":0.6680259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8788939078037595,"score_gpt":0.6644615606983869,"score_spread":0.2144323471053726,"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."}}