{"id":"W4247923578","doi":"10.1177/2043820612443783","title":"On the waterfront","year":2012,"lang":"en","type":"article","venue":"Dialogues in Human Geography","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Metaphor; Peck (Imperial); Relation (database); Economic geography; Sociology; Epistemology; Economics; Computer science; Linguistics; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008581494,0.00007676063,0.00009483776,0.00007945788,0.0007669427,0.00003055876,0.0001820786,0.00005080225,0.0002265171],"category_scores_gemma":[0.00004055581,0.00004687376,0.0000851154,0.0001694412,0.0003172497,0.00006303377,0.00002864885,0.0001135449,0.00007261329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001622131,"about_ca_system_score_gemma":0.000004733897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383773,"about_ca_topic_score_gemma":0.001711763,"domain_scores_codex":[0.9990111,0.0001807026,0.0001064439,0.00009635466,0.0001868827,0.0004185217],"domain_scores_gemma":[0.9996052,0.0001648936,0.00002748655,0.0001407494,0.00001446455,0.00004719561],"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":[0.000004351332,0.00008439028,0.3920126,0.00000190129,0.00001589098,0.00000105675,0.0766627,0.00000130701,0.00000258304,0.5194098,0.01112149,0.000681848],"study_design_scores_gemma":[0.0003499439,0.00009936805,0.3786373,0.00003529532,0.00001677041,1.929358e-7,0.04798463,0.000001385467,0.00002702497,0.08136936,0.491077,0.0004016997],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4632826,0.0003383384,0.000004706294,0.0006485569,0.0006788962,0.0001547739,0.000004422023,0.00003416728,0.5348535],"genre_scores_gemma":[0.9988531,0.00009915413,0.0000074001,0.0002155484,0.0004499539,0.00003108956,0.000006777821,0.000004809021,0.0003321242],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5355706,"threshold_uncertainty_score":0.5898781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03630278459332888,"score_gpt":0.2840723461360663,"score_spread":0.2477695615427374,"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."}}