{"id":"W4381277755","doi":"10.1108/978-1-80455-606-120231009","title":"Community 1st – Start-up 2nd","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategies and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science","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":[0.0006593129,0.0007433504,0.0004840889,0.001477376,0.003379987,0.006622158,0.00150995,0.002358905,0.2666994],"category_scores_gemma":[0.001136428,0.0005163436,0.0005748237,0.001529777,0.0008724399,0.004136202,0.004099036,0.003537664,0.1470525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00313169,"about_ca_system_score_gemma":0.002647918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01280072,"about_ca_topic_score_gemma":0.05992838,"domain_scores_codex":[0.9993235,0.00006160422,0.00001106221,0.0001154131,0.0003021349,0.000186319],"domain_scores_gemma":[0.999191,0.00005614882,0.00002183438,0.00009284191,0.0003036954,0.0003345362],"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":[0.00007554417,0.0001413883,0.0004156463,0.0001328179,0.000003256359,0.0003274564,0.00128909,0.0001234555,0.001829163,0.05430995,0.6731083,0.268244],"study_design_scores_gemma":[0.000002755606,0.00002543628,0.0005211126,0.00005861941,0.000001000873,0.00009842223,0.0003016348,0.00006366221,0.0003246442,0.002733791,0.9958612,0.000007643892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002466612,0.001574827,0.001954562,0.001619563,0.001223892,0.0001061257,0.000377804,0.000527353,0.9901493],"genre_scores_gemma":[0.005353953,0.0003396495,0.0006311781,0.0003541073,0.00007590016,0.00003264901,0.0002247102,0.0002751687,0.9927128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2666994,"threshold_uncertainty_score":0.8921985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0991796892172205,"score_gpt":0.2371816554711602,"score_spread":0.1380019662539397,"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."}}