{"id":"W7052611104","doi":"","title":"Sizing Up Worker Center Income (2008-2014): A Study of Revenue Size, Stability, and Stream","year":2018,"lang":"en","type":"article","venue":"The Open Repository - Binghamton (Binghamton University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Revenue; Center (category theory); Politics; Payment; Restructuring; Empirical research; Intermediary","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007247564,0.0002775081,0.000401929,0.0001837444,0.0008097611,0.0002464371,0.001289659,0.00006201597,0.007816186],"category_scores_gemma":[0.00002326095,0.0002386972,0.0000896995,0.0005885315,0.0004294915,0.0001735342,0.002320429,0.0003303246,0.0000192917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004557315,"about_ca_system_score_gemma":0.0001694558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009430286,"about_ca_topic_score_gemma":0.0006336898,"domain_scores_codex":[0.9975483,0.0005515259,0.0004059397,0.0006088935,0.0004563589,0.0004289236],"domain_scores_gemma":[0.9978439,0.0003425953,0.000339112,0.0009948186,0.0003021864,0.0001773907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0013389,0.002439118,0.9234437,0.00008159968,0.0006107592,0.00007296569,0.01211468,0.000004067917,0.02776853,0.00216108,0.005587992,0.0243766],"study_design_scores_gemma":[0.02440087,0.006834836,0.4157399,0.001108447,0.0008849484,0.00003291627,0.1152457,0.0007410152,0.06332999,0.0005031925,0.3686342,0.002543963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8457388,0.00002061201,0.00001835973,0.0001423045,0.0002622183,0.001257831,0.00002286983,0.00002201345,0.152515],"genre_scores_gemma":[0.958848,0.000005717418,0.00009509798,0.0000164497,0.0001450294,0.000007686566,0.000004088883,0.00002225705,0.04085567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5077038,"threshold_uncertainty_score":0.997166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754485852613191,"score_gpt":0.2485699098666578,"score_spread":0.2310250513405258,"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."}}