{"id":"W4387258944","doi":"10.3390/socsci12100549","title":"Situating the Nonprofit Industrial Complex","year":2023,"lang":"en","type":"article","venue":"Social Sciences","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; British Columbia Centre on Substance Use; University of British Columbia; Simon Fraser University","funders":"","keywords":"Accountability; Public administration; Framing (construction); Private sector; Bureaucracy; Political science; Corporate governance; Sociology; Economic growth; Politics; Economics; Law; Management","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002193311,0.00006611204,0.0001738033,0.00003771679,0.008592835,0.00004009634,0.0003502167,0.0001253136,0.0004764448],"category_scores_gemma":[0.0002863735,0.00004083058,0.00004852822,0.001293336,0.0004819445,0.000088557,0.000151682,0.0003023053,0.0007274621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003854054,"about_ca_system_score_gemma":0.0002563796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001877038,"about_ca_topic_score_gemma":0.002686471,"domain_scores_codex":[0.9983231,0.0004269539,0.0002095649,0.0001553189,0.0003993817,0.0004857083],"domain_scores_gemma":[0.9991636,0.0005807326,0.0001123677,0.00005645771,0.00005381788,0.00003303308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001035446,0.00001994137,0.380174,0.00002948543,0.00001990697,0.000003880238,0.394595,0.000008295886,0.0004252678,0.1404318,0.02547736,0.05880468],"study_design_scores_gemma":[0.0003202865,0.00003149521,0.1821386,0.000028105,0.000008473284,1.350004e-8,0.7685308,0.0002394839,0.00001010666,0.01274942,0.03579194,0.000151259],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309729,0.00001156185,0.000005299586,0.007722044,0.0009897274,0.0002869322,0.000008194808,0.0001663523,0.05983702],"genre_scores_gemma":[0.9963801,0.00000782417,0.00001288219,0.0002885751,0.002331573,0.00005167898,0.000004477117,0.000005506992,0.0009173747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3739359,"threshold_uncertainty_score":0.9926978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.523047774969857,"score_gpt":0.5448809774623593,"score_spread":0.02183320249250231,"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."}}