{"id":"W4411656780","doi":"10.51847/xjptkhivn5","title":"10.51847/xjpTkHivn5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Organizational Leadership and Management Strategies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Brand image; Corporate social responsibility; Personality; Marketing; Advertising; Psychology; Public relations; Social psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.00008739426,0.0001268521,0.000102747,0.0001407559,0.0001139989,0.0002698179,0.0002143728,0.00003171784,0.9914793],"category_scores_gemma":[0.00002276247,0.0001258712,0.00003423444,0.0004726322,0.00002180077,0.0006674465,0.000055294,0.00004523499,0.9904262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001108721,"about_ca_system_score_gemma":0.000007111182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003597135,"about_ca_topic_score_gemma":4.44505e-7,"domain_scores_codex":[0.9992704,0.000003643423,0.0001284966,0.0001973183,0.0001790089,0.0002211066],"domain_scores_gemma":[0.999725,0.00001141732,0.0000311675,0.0001649598,0.00005346319,0.00001402196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006696979,0.00009344138,0.00001264103,0.00007265594,0.00003779872,0.00001066899,0.00001155291,0.0004302522,0.00003286976,0.003261187,0.4361365,0.5598335],"study_design_scores_gemma":[0.0001467509,0.000007751788,0.0004276483,0.000009958507,0.00002354419,4.217008e-7,0.000008387469,0.0001866989,0.000002054857,0.00008887223,0.9989249,0.0001730471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005570365,0.00001139369,0.000003713306,0.002815414,0.000006733731,0.0001538988,0.000001451011,0.0002800146,0.9961703],"genre_scores_gemma":[0.006521387,1.713365e-7,0.00003754479,0.00157464,0.000813759,0.000008763618,0.00004636494,0.00002745313,0.9909699],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5627884,"threshold_uncertainty_score":0.5132877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063278697612924,"score_gpt":0.1727788540487235,"score_spread":0.1621460670725942,"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."}}