{"id":"W4255826286","doi":"10.1002/nba.20037","title":"Table of Contents","year":2011,"lang":"en","type":"article","venue":"Nonprofit Business Advisor","topic":"Green IT and Sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Legislature; Corporate governance; Public relations; Table of contents; Political science; Sustainability; Management; Public administration; Business; Sociology; Law; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007862172,0.000122697,0.0002077528,0.00005847953,0.00002433763,0.000005705313,0.0001566026,0.00006988656,0.0003628656],"category_scores_gemma":[0.00004589263,0.0001135495,0.00003707961,0.0003579665,0.00005387708,0.0001610869,0.00003102073,0.00007067644,0.00003522453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002054449,"about_ca_system_score_gemma":0.0000185234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002925615,"about_ca_topic_score_gemma":0.00002057128,"domain_scores_codex":[0.9993092,0.000008384841,0.0002178611,0.0001233739,0.0001096212,0.0002315902],"domain_scores_gemma":[0.9993347,0.00001122533,0.00003004966,0.0002746379,0.0003016188,0.00004776338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002892264,0.0005958063,0.9051339,0.004069537,0.0002524673,0.00006916784,0.003109675,0.001429598,0.03330228,0.005487052,0.006331114,0.03993017],"study_design_scores_gemma":[0.0006705771,0.00003145702,0.9732843,0.00004134081,0.0000253379,0.000003522985,0.000284678,0.002039991,0.01787993,0.001008106,0.004447813,0.0002829579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707411,0.0002203852,0.004767173,0.00002229809,0.0004054031,0.0002423399,0.00001227246,0.0002037769,0.02338527],"genre_scores_gemma":[0.9985789,0.00001245741,0.0008230567,0.0000105983,0.00002854526,0.00002331615,0.000004792566,0.00002556177,0.0004927879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06815039,"threshold_uncertainty_score":0.4630416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531185818912416,"score_gpt":0.1986865777106999,"score_spread":0.1733747195215758,"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."}}