{"id":"W2144804193","doi":"10.1177/1049732314552456","title":"Persistent Optimizing","year":2014,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Cape Breton University","funders":"","keywords":"Constructivist grounded theory; Grounded theory; Overweight; Psychology; Food choice; Developmental psychology; Qualitative research; Medicine; Sociology; Obesity; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003877954,0.00025867,0.0002529684,0.0004859853,0.002029002,0.002627681,0.0008043848,0.00052254,0.004291341],"category_scores_gemma":[0.01211766,0.0002172169,0.0003437846,0.0007818365,0.004809387,0.002816017,0.003454715,0.001183392,0.000322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002190741,"about_ca_system_score_gemma":0.003140773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003171688,"about_ca_topic_score_gemma":0.0043602,"domain_scores_codex":[0.9971815,0.001183742,0.0001608727,0.0004991309,0.0004996393,0.0004752099],"domain_scores_gemma":[0.9931309,0.003091861,0.001214189,0.001175659,0.0008397593,0.0005476626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002143537,0.0001324158,0.06028663,0.0006575383,0.0000534699,0.0008384169,0.2317897,0.001170658,0.004548912,0.5396087,0.008394399,0.1523049],"study_design_scores_gemma":[0.00006177997,0.0003336691,0.04585153,0.0007281508,0.000129915,0.001920067,0.2727967,0.00367859,0.004803394,0.3553618,0.3142312,0.0001032561],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7226378,0.001263108,0.07103354,0.007374141,0.0001482561,0.0003773312,0.0004956095,0.000206456,0.1964638],"genre_scores_gemma":[0.9857435,0.0003060832,0.007859769,0.000543917,0.00001157981,0.0001246907,0.0001099982,0.00003666158,0.005263714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004291341,"threshold_uncertainty_score":0.02050883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4041457780596515,"score_gpt":0.5694450505752671,"score_spread":0.1652992725156155,"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."}}