{"id":"W4236926991","doi":"10.1007/978-3-319-15877-8_890-1","title":"Research As Daily Practice","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology","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":[0.003494766,0.0007329268,0.0007457685,0.00122742,0.002446958,0.008824454,0.001746086,0.003888996,0.05050976],"category_scores_gemma":[0.004974225,0.0004458588,0.0002177341,0.001287769,0.01061353,0.009267515,0.00415818,0.006514451,0.02385162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002466125,"about_ca_system_score_gemma":0.005446516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001638528,"about_ca_topic_score_gemma":0.004748505,"domain_scores_codex":[0.9979126,0.001052486,0.00007898512,0.0002892318,0.0005586451,0.0001080357],"domain_scores_gemma":[0.9974125,0.00124456,0.00008504748,0.0005465168,0.0003717044,0.000339762],"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":[0.00000782054,0.00004870459,0.00005738562,0.0001954464,0.000002436346,0.00002760515,0.002537266,0.00006124522,0.0002057747,0.5803406,0.2616002,0.1549155],"study_design_scores_gemma":[0.000003033198,0.000007716126,0.00006034482,0.0003541113,0.000001274261,0.00004922515,0.0007198939,0.00003546325,0.00005027057,0.09589336,0.9028215,0.00000375912],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0004286336,0.04573017,0.004953041,0.02236,0.005757385,0.00008599087,0.00004708088,0.0001570752,0.9204805],"genre_scores_gemma":[0.0169131,0.03232592,0.007077164,0.01868236,0.003461284,0.00028247,0.0001071936,0.0001892449,0.9209613],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05050976,"threshold_uncertainty_score":0.168972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086001023084566,"score_gpt":0.4475307511104695,"score_spread":0.3389306488020128,"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."}}