{"id":"W2124889657","doi":"10.1177/0899764002238100","title":"A Regression Model Explaining Predisposition to Collaborate","year":2002,"lang":"en","type":"article","venue":"Nonprofit and Voluntary Sector Quarterly","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Perception; Construct (python library); Sample (material); Regression analysis; Psychology; Social psychology; Computer science; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003923809,0.000250696,0.0002677584,0.0001789635,0.0008428707,0.0001888535,0.0002157404,0.0001713804,0.000487571],"category_scores_gemma":[0.0000282196,0.0002433363,0.00006397854,0.0005082287,0.0001029138,0.0006690316,0.00002608197,0.0002081925,0.0001073495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001396711,"about_ca_system_score_gemma":0.00004870288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001985491,"about_ca_topic_score_gemma":0.003050802,"domain_scores_codex":[0.9980338,0.0001344994,0.0002886242,0.0004986946,0.000439107,0.0006052689],"domain_scores_gemma":[0.9990523,0.00006833569,0.00008191953,0.0002409163,0.0001310594,0.0004255092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000637904,0.000373241,0.18332,0.0002482342,0.0001542359,0.0001125894,0.6103798,0.0002287083,0.05790044,0.01206273,0.03509602,0.09948613],"study_design_scores_gemma":[0.01077819,0.01128478,0.1797089,0.002947499,0.000540943,0.00008080395,0.156594,0.5269399,0.005346141,0.009630753,0.08723329,0.008914797],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879931,0.0003305518,0.001744175,0.0009270564,0.0005482696,0.0005736182,0.00004133784,0.0002517157,0.007590139],"genre_scores_gemma":[0.9937797,0.00004073371,0.001920811,0.0004230244,0.0006843607,0.00007886404,0.0000134323,0.00003581062,0.003023244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5267112,"threshold_uncertainty_score":0.9922965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03679351711287856,"score_gpt":0.2854664060360691,"score_spread":0.2486728889231905,"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."}}