{"id":"W4252085314","doi":"10.1017/9789048517350.010","title":"Environmental Migration","year":2012,"lang":"en","type":"other","venue":"","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007061471,0.0006474063,0.0002752967,0.001081642,0.002298017,0.003949612,0.001007831,0.001612773,0.1210841],"category_scores_gemma":[0.002002884,0.0001359165,0.0003655729,0.002047461,0.002060288,0.003031155,0.003677679,0.001680134,0.02086708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001885735,"about_ca_system_score_gemma":0.002381976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007033628,"about_ca_topic_score_gemma":0.009383601,"domain_scores_codex":[0.9990203,0.0002654503,0.00004863266,0.0002098623,0.0002601229,0.0001957035],"domain_scores_gemma":[0.9994065,0.0001003015,0.00007453302,0.00009890372,0.0002295505,0.00009021103],"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":[0.00003896972,0.00004310783,0.003742291,0.0005617259,0.00001295668,0.0004960846,0.002929148,0.0004529083,0.0002358372,0.3004978,0.4232408,0.2677484],"study_design_scores_gemma":[0.000001232832,0.000004858669,0.0005915936,0.0001171304,0.00000129716,0.00009949553,0.0006227821,0.00002790891,0.00003095412,0.004970044,0.9935294,0.000003314443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006557278,0.006968539,0.003252547,0.01952686,0.004528765,0.0000994664,0.002371783,0.000261435,0.9564334],"genre_scores_gemma":[0.1629575,0.01885716,0.005085563,0.01343091,0.003231354,0.000245735,0.004706481,0.0003977636,0.7910875],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1210841,"threshold_uncertainty_score":0.4050667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08197743106185629,"score_gpt":0.2992836402299714,"score_spread":0.2173062091681151,"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."}}