{"id":"W7030377071","doi":"","title":"Nature's Past Episode 043: Environmental Scholarship and Environmental Advocacy","year":2014,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Environmentalism; Environmental history; Context (archaeology); Environmental movement; Politics; Subject (documents); Environmental studies","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":[0.0006851276,0.000198483,0.0001992321,0.0007221589,0.00987979,0.008250939,0.0006275232,0.002963294,0.03910224],"category_scores_gemma":[0.002157205,0.000153391,0.0001423919,0.002725505,0.00482519,0.003281947,0.002899203,0.003290334,0.00306176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01229237,"about_ca_system_score_gemma":0.008663851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2145885,"about_ca_topic_score_gemma":0.5583391,"domain_scores_codex":[0.9994509,0.000157304,0.000014847,0.00005205877,0.000179844,0.0001450696],"domain_scores_gemma":[0.9990957,0.0003602564,0.00005197792,0.00008832412,0.0001151541,0.0002885995],"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":[0.000007618012,0.000009745741,0.0003830959,0.0001041293,0.000001830273,0.0002206062,0.01068936,0.00002851285,0.00007624121,0.1302228,0.8439843,0.01427162],"study_design_scores_gemma":[9.408419e-7,9.510184e-7,0.0005879209,0.00007488016,6.722439e-7,0.00001915442,0.003265802,0.000008394273,0.00002561656,0.00215579,0.9938582,0.000001743784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006320462,0.0248394,0.0002257618,0.2372186,0.007920272,0.00001951877,0.0005683197,0.00005729117,0.7228305],"genre_scores_gemma":[0.1292784,0.02554321,0.0002983434,0.0274698,0.005293366,0.00005927212,0.0003675413,0.0001782627,0.8115119],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2145885,"threshold_uncertainty_score":0.426679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004482783385262716,"score_gpt":0.1439644168883971,"score_spread":0.1394816335031344,"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."}}