{"id":"W2583832119","doi":"","title":"The Pieces We Have","year":2010,"lang":"en","type":"article","venue":"","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Bespoke; Sustainability; Context (archaeology); Ideal (ethics); Engineering ethics; Higher education; Public relations; Engineering; Political science; Law; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00346005,0.0009772233,0.0004986747,0.001354129,0.01096592,0.02124232,0.001583708,0.004912219,0.07972717],"category_scores_gemma":[0.008974268,0.0005984945,0.0007124775,0.001490104,0.02217642,0.02042989,0.01013012,0.00912624,0.03021281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004530705,"about_ca_system_score_gemma":0.003902268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006894302,"about_ca_topic_score_gemma":0.006733987,"domain_scores_codex":[0.9959956,0.001302758,0.0001584273,0.0007578052,0.001136279,0.0006491753],"domain_scores_gemma":[0.9963207,0.0007720891,0.0002888861,0.00113597,0.0008470243,0.0006353103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004716255,0.00002117705,0.0005612693,0.0001429627,0.00001696864,0.0001824261,0.02168268,0.00009125259,0.0003296572,0.8016044,0.1384703,0.03684964],"study_design_scores_gemma":[0.000003478274,0.00001061568,0.000261573,0.0001553379,0.000007367328,0.0001380333,0.006202981,0.00003554902,0.0001291686,0.05286932,0.9401725,0.00001406498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008183469,0.01005118,0.01682845,0.1796677,0.01048343,0.00008033706,0.0004173976,0.0004396425,0.7738484],"genre_scores_gemma":[0.3160821,0.009997701,0.009495021,0.06169882,0.005360483,0.0002661827,0.0007328236,0.001119634,0.5952473],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9202728,"threshold_uncertainty_score":0.266714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009927778301691413,"score_gpt":0.1996491689530567,"score_spread":0.1897213906513653,"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."}}