{"id":"W3095282583","doi":"10.1177/1476127020968180","title":"An editorial perspective on judging the quality of inductive research when the methodological straightjacket is loosened","year":2020,"lang":"en","type":"article","venue":"Strategic Organization","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Novelty; Creativity; Quality (philosophy); Perspective (graphical); Mainstream; Inductive reasoning; Inductive method; Computer science; Engineering ethics; Epistemology; Psychology; Sociology; Political science; Mathematics education; Artificial intelligence; Social psychology; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09852676,0.001502924,0.001826788,0.004510432,0.01164423,0.02952449,0.003729553,0.01976748,0.006312557],"category_scores_gemma":[0.3835078,0.001035838,0.002107449,0.002823984,0.01774937,0.01554353,0.005335841,0.02481427,0.003282373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006646513,"about_ca_system_score_gemma":0.01931158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002489854,"about_ca_topic_score_gemma":0.005126907,"domain_scores_codex":[0.8859262,0.0472726,0.01252156,0.007566867,0.0424631,0.004249646],"domain_scores_gemma":[0.4963399,0.330411,0.0224693,0.009411076,0.1252892,0.01607967],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006902972,0.00003546635,0.0003237708,0.0009118199,0.00003994326,0.0003806948,0.003397357,0.0001648696,0.0003088315,0.02626638,0.9469844,0.02111747],"study_design_scores_gemma":[0.00005818312,0.00006557326,0.0004173997,0.001745092,0.00006118556,0.0004651586,0.00243806,0.0003130125,0.0003812922,0.02252803,0.9714281,0.00009911999],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0004075574,0.007127676,0.001903329,0.4653828,0.5195311,0.00005213774,0.00003546288,0.000104974,0.005454953],"genre_scores_gemma":[0.01169857,0.008055862,0.004224632,0.2307265,0.7379853,0.0001041902,0.00002827399,0.0002460129,0.006930657],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9014732,"threshold_uncertainty_score":0.5210655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9341467367982395,"score_gpt":0.7600663907279802,"score_spread":0.1740803460702592,"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."}}