{"id":"W4392584536","doi":"10.1016/j.oneear.2024.02.002","title":"Research priorities for climate mobility","year":2024,"lang":"en","type":"article","venue":"One Earth","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre; Carleton University","funders":"National Research Foundation; International Development Research Centre","keywords":"Environmental science; Geography; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04122522,0.001804393,0.002699336,0.00448121,0.006862475,0.01329933,0.005986569,0.01369482,0.04465355],"category_scores_gemma":[0.06655908,0.0006350321,0.002837234,0.006461288,0.0100901,0.02808996,0.01291955,0.01648567,0.007650543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01039592,"about_ca_system_score_gemma":0.06413107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01447164,"about_ca_topic_score_gemma":0.01888727,"domain_scores_codex":[0.9806204,0.01141442,0.0008701312,0.001758189,0.002411217,0.002925795],"domain_scores_gemma":[0.9090275,0.04001517,0.003776085,0.006437077,0.02440383,0.01634046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002031371,0.0002436667,0.003747115,0.007929333,0.0001859031,0.000442941,0.00630989,0.001615776,0.0005331995,0.4997622,0.3149542,0.1640727],"study_design_scores_gemma":[0.00003571685,0.0001260814,0.002004506,0.01163784,0.000128855,0.0003281898,0.0271472,0.0008286085,0.0002609553,0.3381463,0.6192562,0.00009961946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002679602,0.1069291,0.01111968,0.8144445,0.02138201,0.0002355138,0.0009514944,0.0001599295,0.04209815],"genre_scores_gemma":[0.2299045,0.37793,0.06511892,0.2546635,0.0328524,0.002356259,0.003936785,0.0003443394,0.03289335],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04465355,"threshold_uncertainty_score":0.2180224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3573097246150224,"score_gpt":0.4511505125237736,"score_spread":0.09384078790875122,"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."}}