{"id":"W2955510149","doi":"10.1177/2043820619850020","title":"Transitions and new horizons","year":2019,"lang":"en","type":"article","venue":"Dialogues in Human Geography","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"New horizons; Geography; Climatology; Geology; Physics","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":[0.0002676418,0.00007904669,0.0001109228,0.0003032135,0.0002622873,0.0000761402,0.00009687371,0.00007978144,0.0002469508],"category_scores_gemma":[0.0000239307,0.00009028618,0.00005636473,0.0004131822,0.0001774141,0.0002473655,0.00001055257,0.00008161535,0.00003177062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002640967,"about_ca_system_score_gemma":0.00003663325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007176327,"about_ca_topic_score_gemma":0.07954196,"domain_scores_codex":[0.9991843,0.00009176906,0.0001474201,0.0001952593,0.0001677518,0.0002135635],"domain_scores_gemma":[0.9996573,0.00006956908,0.00003997116,0.0001141659,0.00003459942,0.00008445045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001234319,0.0001242379,0.6506041,0.00002650615,0.0000245256,0.00000402278,0.16693,0.00002333578,0.001553533,0.1738318,0.001510425,0.005355105],"study_design_scores_gemma":[0.001040764,0.0001740555,0.8604125,0.00007316119,0.0000332972,7.701639e-7,0.02062422,0.00003431643,0.00005091281,0.07726082,0.0398555,0.0004396544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769723,0.0002852542,0.00007831845,0.000854935,0.0002500808,0.000338347,0.00001937663,0.00008007689,0.02112134],"genre_scores_gemma":[0.9988343,0.0002582131,0.0001988336,0.0001116789,0.0001923154,0.00001568493,0.0001238438,0.000008385409,0.0002567189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2098084,"threshold_uncertainty_score":0.9994349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09106979895184328,"score_gpt":0.3095266359021385,"score_spread":0.2184568369502952,"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."}}