{"id":"W2113842247","doi":"10.1111/gere.12011","title":"To Catch A Coney Fish With Bare Hands","year":2013,"lang":"en","type":"article","venue":"Geographical Review","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fish <Actinopterygii>; Columbia university; Art history; Geography; Art; Sociology; Media studies; Fishery; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009379637,0.0001674221,0.0004287269,0.0001479873,0.0005713638,0.0001317308,0.000328569,0.00008218316,0.001034887],"category_scores_gemma":[0.0003945912,0.0001187399,0.0001535772,0.002012951,0.0003038642,0.0002863202,0.00007443147,0.0001544381,0.0008321786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001873324,"about_ca_system_score_gemma":0.00006252503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004356598,"about_ca_topic_score_gemma":0.003296237,"domain_scores_codex":[0.997996,0.0001405487,0.0004204304,0.0002356862,0.0006996471,0.000507715],"domain_scores_gemma":[0.99848,0.0001144373,0.0000789835,0.000310466,0.0006306736,0.000385417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001438808,0.0001198649,0.3225682,0.003308969,0.0003201376,0.00000854944,0.0112449,0.000001461166,0.0000028894,0.05351068,0.5447313,0.06416865],"study_design_scores_gemma":[0.0001970178,0.00009292071,0.04755121,0.002035722,0.00004286956,0.000003208303,0.001224029,6.308309e-7,7.109302e-7,0.0002960619,0.9483046,0.0002510537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1618605,0.06214161,0.0004918395,0.3242775,0.0007903126,0.01509969,0.00005064975,0.001187258,0.4341007],"genre_scores_gemma":[0.9097244,0.05238456,0.0004205719,0.0343742,0.0001810445,0.001702348,0.00001651299,0.00002048964,0.0011759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7478639,"threshold_uncertainty_score":0.9999458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774893871672215,"score_gpt":0.2913400022048043,"score_spread":0.2735910634880822,"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."}}