{"id":"W7098173010","doi":"","title":"PRESENTED IN PARTIAL FULLFILMENT OF THE REQUIREMENTS FOR THE DEGREE OF DOCTOR OF PHILOSOPHY IN ECONOMICS BY","year":2014,"lang":"en","type":"article","venue":"","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acknowledgement; Diffuser (optics)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001729971,0.0008028414,0.00161049,0.001382704,0.001890939,0.004912755,0.0007959714,0.001781831,0.577912],"category_scores_gemma":[0.004853436,0.0003958598,0.0007077688,0.001266296,0.001143545,0.002066022,0.002842613,0.002642912,0.377503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003620761,"about_ca_system_score_gemma":0.005175157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002619302,"about_ca_topic_score_gemma":0.005242202,"domain_scores_codex":[0.9987288,0.000137937,0.00009387503,0.0002444916,0.0005844021,0.0002104427],"domain_scores_gemma":[0.997607,0.0002895717,0.00007031086,0.0002207714,0.0007897934,0.001022562],"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":[0.00008366933,0.00007055359,0.0005950551,0.0003831467,0.00001317631,0.0001666086,0.0004307922,0.0001927988,0.00082621,0.03129723,0.8955923,0.07034841],"study_design_scores_gemma":[0.000007731183,0.00002114484,0.0006574286,0.0001440722,0.000003218961,0.00007186076,0.0001511048,0.00006922852,0.000146316,0.002063272,0.99666,0.000004653329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003454637,0.007257396,0.003421528,0.04614765,0.02849921,0.0003589482,0.005926982,0.0006223433,0.9043113],"genre_scores_gemma":[0.007595574,0.002431833,0.001186745,0.001245214,0.0009058691,0.00009424665,0.0006078586,0.0002054874,0.9857271],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.422088,"threshold_uncertainty_score":0.6020573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04165656501538909,"score_gpt":0.2460681447124617,"score_spread":0.2044115796970726,"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."}}