{"id":"W7005629125","doi":"","title":"Review: William K. Carroll and Kanchan Sarker (eds), A World to Win","year":2017,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Tribute; Solidarity; Social movement; Tone (literature); Politics","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":[0.002240694,0.00205691,0.003350127,0.004115032,0.001143328,0.004901844,0.002531989,0.003435311,0.0156736],"category_scores_gemma":[0.007948293,0.001197261,0.001509667,0.008300437,0.001457682,0.006057068,0.001776033,0.005580232,0.01077468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003535471,"about_ca_system_score_gemma":0.01093069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01771472,"about_ca_topic_score_gemma":0.03007717,"domain_scores_codex":[0.9983225,0.0003216327,0.0001924691,0.0002024141,0.0008205627,0.0001403932],"domain_scores_gemma":[0.9962761,0.00152843,0.0004634055,0.00007897172,0.001305292,0.0003477099],"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":[0.00003601041,0.0000104259,0.0001027846,0.01252348,0.0001034339,0.00005237326,0.0001294442,0.0001090655,0.00006121717,0.0008548257,0.8755662,0.1104508],"study_design_scores_gemma":[0.0000216097,0.00001463391,0.0005267021,0.01042544,0.00009767776,0.0001643828,0.0001355849,0.00002161143,0.00002682184,0.000684097,0.9878583,0.00002317768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002987295,0.9895089,0.00005085788,0.005774335,0.003507745,0.00001475103,0.00008668386,0.00001139927,0.001015504],"genre_scores_gemma":[0.0003211513,0.9924204,0.000096005,0.003543764,0.001450069,0.00002922544,0.0001433272,0.000006773008,0.001989255],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01771472,"threshold_uncertainty_score":0.05243343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02886767229862636,"score_gpt":0.2651252981570465,"score_spread":0.2362576258584201,"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."}}