{"id":"W4386988820","doi":"10.1177/0308518x231198008","title":"A place to start?","year":2023,"lang":"en","type":"article","venue":"Environment and Planning A Economy and Space","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Conceptualization; Epistemology; Sociology; Intervention (counseling); Management science; Engineering ethics; Computer science; Psychology; Economics; Engineering; Artificial intelligence; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006959293,0.0006281566,0.0006604607,0.001512946,0.008918883,0.01761827,0.002096774,0.005857506,0.04903159],"category_scores_gemma":[0.01418107,0.0004511592,0.0007051794,0.001472772,0.01501668,0.02754394,0.01101612,0.009174529,0.02843386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003921823,"about_ca_system_score_gemma":0.01003549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002819045,"about_ca_topic_score_gemma":0.005181696,"domain_scores_codex":[0.9927652,0.003943294,0.0001585986,0.0009611235,0.0009252533,0.001246588],"domain_scores_gemma":[0.9928287,0.001394409,0.0004600138,0.0008099955,0.001675272,0.002831585],"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":[0.00004818006,0.00007343486,0.001619459,0.0001584634,0.00001174062,0.0003884806,0.02145218,0.00008735455,0.0002056823,0.7677919,0.1607676,0.04739577],"study_design_scores_gemma":[0.00001178715,0.00003729424,0.0005513033,0.0004227131,0.000006667921,0.0002465362,0.04980421,0.0001029624,0.0001790358,0.1730049,0.7756026,0.00002995585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01463227,0.006820573,0.01765926,0.3445614,0.007235396,0.0001644883,0.0003750511,0.0004243851,0.6081272],"genre_scores_gemma":[0.4994148,0.01048519,0.02574925,0.09983423,0.002119927,0.0005574207,0.001144479,0.0009158308,0.3597789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04903159,"threshold_uncertainty_score":0.164027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135084270252849,"score_gpt":0.1839642961368159,"score_spread":0.170455869111531,"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."}}