{"id":"W1893079148","doi":"10.3968/j.css.1923669720070305.004","title":"The Super-cycle Mechanism and Model of Enterprise Expansion","year":2010,"lang":"en","type":"article","venue":"Canadian social science","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business cycle; Humanities; Business; Business administration; Management; Political science; Economics; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0003443906,0.00005277308,0.000052757,0.0001134819,0.0009985602,0.0002917446,0.0002940246,0.0000291074,0.00003058515],"category_scores_gemma":[0.0001660064,0.00004339825,0.00001498621,0.0004678289,0.0004201623,0.0005953165,0.00007905737,0.00007099215,0.000009038518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003330681,"about_ca_system_score_gemma":0.0002294583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007578511,"about_ca_topic_score_gemma":0.07164327,"domain_scores_codex":[0.9993593,0.000002359978,0.00009457573,0.0001363587,0.0001991337,0.0002082715],"domain_scores_gemma":[0.9996046,0.00001533693,0.00005221439,0.0001085942,0.000183921,0.00003530866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005690504,0.000009301764,0.007929296,0.00001143678,0.000002249983,0.000001281055,0.0009265316,0.00001454567,0.05856741,0.9193117,0.001481665,0.0117389],"study_design_scores_gemma":[0.001624028,0.0000312768,0.01968486,0.00008093453,0.00008610034,0.000003893742,0.02451699,0.4561454,0.007665668,0.3091577,0.1793933,0.001609867],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571062,0.000007854858,0.0003125554,0.001132653,0.00055267,0.0001199978,0.00000591728,0.00001716294,0.04074498],"genre_scores_gemma":[0.9990647,0.000002384726,0.00005453451,0.000585727,0.0001923568,0.000006136949,6.165582e-7,0.00000461573,0.00008893482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.610154,"threshold_uncertainty_score":0.9990301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007908182863446257,"score_gpt":0.2173426386764535,"score_spread":0.2094344558130072,"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."}}