{"id":"W2399761646","doi":"10.4018/978-1-4666-5071-8.ch004","title":"Should We Publish That?","year":2013,"lang":"en","type":"book-chapter","venue":"Advances in human and social aspects of technology book series","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Normative; Stakeholder; Heuristics; Harm; Process (computing); Business; Heuristic; Business ethics; Publication; Selection (genetic algorithm); Public relations; Marketing; Management science; Political science; Economics; Computer science; Advertising; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002496939,0.0003982567,0.0008337168,0.0008191373,0.000345059,0.0001563599,0.0003838571,0.0007898212,0.0005195714],"category_scores_gemma":[0.0001673952,0.0004205836,0.0001374829,0.0001502006,0.001580513,0.003367264,0.0005693078,0.0006677769,0.00002299642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007883945,"about_ca_system_score_gemma":0.00005848557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006119344,"about_ca_topic_score_gemma":0.001448459,"domain_scores_codex":[0.9981485,0.000005231055,0.0006605966,0.0005333376,0.0003080001,0.0003443228],"domain_scores_gemma":[0.9981415,0.00004002474,0.00126652,0.000292067,0.0002504672,0.000009374418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002089047,0.00001583864,0.0009658013,0.0003624148,0.00002807287,0.00003877987,0.0000818098,1.890253e-7,0.00005428231,0.9721373,0.00035537,0.02593925],"study_design_scores_gemma":[0.0001160681,0.0000160484,0.0001241056,0.0001093283,0.0000247031,0.000001866759,0.000430324,4.229372e-7,0.000040317,0.560635,0.4382663,0.000235535],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007065686,0.009947185,0.000002482707,0.004485555,0.0002770455,0.0005479796,0.000005310474,0.000371675,0.9772971],"genre_scores_gemma":[0.5885839,0.006592794,0.0002696664,0.0009737046,0.001762167,0.0001174621,0.00007629683,0.0002503382,0.4013737],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5815182,"threshold_uncertainty_score":0.9998246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973338866368154,"score_gpt":0.2646628140625483,"score_spread":0.2349294253988668,"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."}}