{"id":"W7132452129","doi":"","title":"CIFI Group: Forging Organizational Capabilities","year":2024,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Forging; Process (computing); Work (physics); Field (mathematics); Production (economics)","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":[],"consensus_categories":[],"category_scores_codex":[0.007966376,0.0006011322,0.0004410549,0.004550136,0.01040571,0.01442746,0.001894654,0.003451442,0.01940677],"category_scores_gemma":[0.01654335,0.0003817831,0.0006384632,0.004564712,0.0135207,0.01651292,0.005977272,0.004172378,0.00225789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01293616,"about_ca_system_score_gemma":0.0195309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02516503,"about_ca_topic_score_gemma":0.02014591,"domain_scores_codex":[0.9937629,0.002466237,0.0002188332,0.0008526648,0.001765897,0.0009335827],"domain_scores_gemma":[0.9891783,0.00477693,0.001053252,0.001017905,0.002015169,0.001958419],"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":[0.00001994768,0.00004873534,0.002810103,0.00007045409,0.00001551774,0.000120408,0.02170405,0.0004686911,0.0001579028,0.9406427,0.01026398,0.02367746],"study_design_scores_gemma":[0.00005480621,0.00007903242,0.00701361,0.0003503263,0.00003875099,0.0001442927,0.07199667,0.001353781,0.0008343544,0.6687123,0.2493516,0.00007048796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07454312,0.001025013,0.01269984,0.03094482,0.0005295618,0.000206571,0.0001751868,0.0001707047,0.8797053],"genre_scores_gemma":[0.9128691,0.000807725,0.0098263,0.002905969,0.0001875232,0.000382629,0.0001314882,0.00006193035,0.07282738],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02516503,"threshold_uncertainty_score":0.09385884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00884027209766001,"score_gpt":0.2244447076709815,"score_spread":0.2156044355733215,"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."}}