{"id":"W4206702050","doi":"10.26686/wgtn.17013524.v1","title":"From Cycleway to Urbanism: Planning for Coastal Cycleway","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission; Ministry of Business, Innovation and Employment; Greater Wellington Regional Council; McGill University; Portland State University","keywords":"Cycling; Urbanism; Globe; Urban planning; Politics; Political science; Environmental planning; Geography; Business; Engineering; Civil engineering; Architecture; Psychology; 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":[0.00100457,0.0002825602,0.0001305895,0.0004437414,0.006736516,0.00495556,0.001008683,0.0009237692,0.01450558],"category_scores_gemma":[0.001319563,0.0003012136,0.0003519897,0.0007228794,0.004292323,0.003466753,0.005412146,0.001570886,0.001322599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005337714,"about_ca_system_score_gemma":0.01337204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03774261,"about_ca_topic_score_gemma":0.1972796,"domain_scores_codex":[0.9995016,0.0002365586,0.00001201262,0.00005136673,0.000052364,0.0001461393],"domain_scores_gemma":[0.9992946,0.00008569766,0.00004908847,0.00003583336,0.0001225158,0.0004122184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001082796,0.0004767133,0.0464066,0.0008118852,0.00002553891,0.003775712,0.4236349,0.003325097,0.002894273,0.2435073,0.06589498,0.2091387],"study_design_scores_gemma":[0.00001270159,0.0001668253,0.01437724,0.0004058926,0.00001307128,0.0003125296,0.5662807,0.0009057694,0.0006695238,0.02398011,0.3928371,0.00003864663],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4031805,0.001029615,0.02167184,0.03313294,0.0002819712,0.0009038209,0.0004005314,0.0002502413,0.5391486],"genre_scores_gemma":[0.9135996,0.001052271,0.02725529,0.0007750848,0.00002131791,0.0003621045,0.000200746,0.00007638287,0.05665724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03774261,"threshold_uncertainty_score":0.07504588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04330890504814196,"score_gpt":0.3832816684748504,"score_spread":0.3399727634267085,"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."}}