{"id":"W2505139760","doi":"10.4324/9780203167458_chapter_4","title":"Materialising profit","year":2010,"lang":"en","type":"book-chapter","venue":"","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009605254,0.0005799847,0.00036447,0.0009360103,0.004492326,0.00727687,0.0008000893,0.001300578,0.06603263],"category_scores_gemma":[0.001699035,0.0002300377,0.0004068837,0.0008869498,0.004137446,0.005324848,0.007406606,0.002433838,0.0182479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002221712,"about_ca_system_score_gemma":0.002148249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009966561,"about_ca_topic_score_gemma":0.003676026,"domain_scores_codex":[0.9991133,0.0002166609,0.00001967745,0.00013347,0.0003020933,0.0002149308],"domain_scores_gemma":[0.9991528,0.0001497147,0.0000515219,0.0001451916,0.0001151499,0.0003855614],"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":[0.00004117862,0.00008897069,0.0004078453,0.0001967359,0.000005393836,0.0003694614,0.01226675,0.0001094886,0.0006099074,0.6356946,0.2507637,0.09944615],"study_design_scores_gemma":[0.000002936651,0.00002533086,0.0002665691,0.0001443091,0.000001570283,0.00020769,0.002367801,0.00005294657,0.0001885607,0.01913501,0.9776025,0.000004744066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00366947,0.00153911,0.001604525,0.002233363,0.0006728673,0.00004599402,0.00004152037,0.00007690812,0.9901162],"genre_scores_gemma":[0.07110602,0.00256661,0.001890175,0.001564756,0.0005664295,0.00006084584,0.0001124264,0.0001646968,0.921968],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06603263,"threshold_uncertainty_score":0.2209012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03193056464741065,"score_gpt":0.3008859629043217,"score_spread":0.2689553982569111,"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."}}