{"id":"W2765317239","doi":"10.5070/bp326115800","title":"Finding Your Fit: A Proposal for Emerging Planning Scholars","year":2013,"lang":"en","type":"article","venue":"Berkeley Planning Journal","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Scholarship; Sociology; Engineering ethics; Range (aeronautics); Management science; Political science; Engineering; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06078046,0.001116918,0.001413612,0.004235487,0.02104793,0.03494203,0.0110307,0.04275445,0.01491799],"category_scores_gemma":[0.09617179,0.001037442,0.002166146,0.004712168,0.06162993,0.05045166,0.02479543,0.02493784,0.005030781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01010463,"about_ca_system_score_gemma":0.05524356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005149461,"about_ca_topic_score_gemma":0.009058987,"domain_scores_codex":[0.9684275,0.01770286,0.00161602,0.003701796,0.004665668,0.00388629],"domain_scores_gemma":[0.9482213,0.01858122,0.002032648,0.002959178,0.0112825,0.01692305],"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":[0.00003163771,0.0001132175,0.0007692608,0.0001439951,0.000007993897,0.0005067357,0.01587144,0.0002677286,0.0001167359,0.8968318,0.06498018,0.02035934],"study_design_scores_gemma":[0.00005707876,0.0000739485,0.0002488969,0.0003817107,0.00001306776,0.0003358957,0.06149774,0.001109254,0.0001318624,0.7622885,0.1737929,0.00006911848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003231486,0.0009857659,0.01932128,0.9467295,0.002948525,0.0003702885,0.00003481255,0.0001279301,0.02625034],"genre_scores_gemma":[0.3807648,0.005776064,0.2252435,0.3016504,0.006158647,0.004839519,0.000264533,0.0002892832,0.07501321],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06078046,"threshold_uncertainty_score":0.3214417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3347173424124197,"score_gpt":0.5273009678173074,"score_spread":0.1925836254048877,"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."}}