{"id":"W1987761756","doi":"10.1177/0739456x04267712","title":"Learning Expectations in Environmental Planning","year":2004,"lang":"en","type":"article","venue":"Journal of Planning Education and Research","topic":"Geography and Education Methods","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental design and planning; Curriculum; Environmental education; Rational planning model; Comprehensive planning; Sociology; Land-use planning; Environmental planning; Management science; Pedagogy; Geography; Engineering; Management; Land use; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002948883,0.00003780752,0.0000729996,0.0006548307,0.0005394148,0.00008182452,0.00009878544,0.00005185571,0.00004630264],"category_scores_gemma":[0.0006349838,0.0000358048,0.00002557239,0.0003951055,0.0001596589,0.000210959,0.00001122879,0.0005209106,0.000004365361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001240251,"about_ca_system_score_gemma":0.0007313792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001607802,"about_ca_topic_score_gemma":0.000007697276,"domain_scores_codex":[0.9986769,0.0004851957,0.0001904929,0.00007439902,0.0003834977,0.0001894966],"domain_scores_gemma":[0.9993583,0.0003024809,0.00009073713,0.0000347758,0.00007990554,0.0001337816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001789502,0.00027866,0.4258345,0.000007549909,0.000008690878,0.000006620886,0.5579046,0.001581031,0.0004483589,0.001642809,0.0004739152,0.01179532],"study_design_scores_gemma":[0.0002345155,0.00008776581,0.2731899,0.0001562082,0.000002887507,0.0000166325,0.6976751,0.000003975043,0.00006351797,0.004033452,0.02447906,0.00005698118],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904863,0.001920789,0.0001071205,0.002164897,0.0003623978,0.00005584157,1.486366e-7,0.000004046708,0.004898427],"genre_scores_gemma":[0.995234,0.000160055,0.003715703,0.00002255191,0.000315342,0.000004139233,0.000001233775,0.000003546306,0.0005433998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1526447,"threshold_uncertainty_score":0.4148797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073946218520059,"score_gpt":0.5124635796967565,"score_spread":0.4050689578447506,"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."}}