{"id":"W4250311851","doi":"10.14322/publons.r2581315","title":"10.14322/publons.r2581315","year":2000,"lang":"en","type":"dataset","venue":"Time to knit","topic":"Organizational Leadership and Management Strategies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Business; Service (business); Service quality; Service model; Economic growth; Marketing; Economics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001136033,0.002355141,0.001300731,0.004013898,0.0007818572,0.003903622,0.003191332,0.002468772,0.2839385],"category_scores_gemma":[0.005443502,0.001206806,0.001054112,0.008728774,0.0005371606,0.00178986,0.002721946,0.001463318,0.5039045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001688141,"about_ca_system_score_gemma":0.001895852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02978813,"about_ca_topic_score_gemma":0.04245202,"domain_scores_codex":[0.9989433,0.0001387236,0.0001214193,0.0003229373,0.0002326618,0.0002408855],"domain_scores_gemma":[0.9977502,0.0004324875,0.0002982165,0.000654759,0.0005152594,0.0003490569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004230057,0.00001943179,0.0006078364,0.0003326937,0.00001792908,0.00001157334,0.00001847298,0.0002063399,0.00005497816,0.0003494336,0.9960341,0.00230494],"study_design_scores_gemma":[0.0002482438,0.00002990871,0.003321564,0.0002404133,0.00002312399,0.00003313773,0.00008598046,0.0005247934,0.0003060352,0.0008660401,0.9942893,0.00003164094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00008338131,0.00003556191,0.00005419799,0.00005207062,0.00002057657,0.000007051288,0.9982084,0.0005196114,0.00101921],"genre_scores_gemma":[0.0003459949,0.00004439392,0.0001170608,0.00004186435,0.000008342724,0.0000379754,0.9973083,0.0001391822,0.001956864],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7160615,"threshold_uncertainty_score":0.9498688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169640827735472,"score_gpt":0.1810210769621481,"score_spread":0.1693246686847934,"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."}}