{"id":"W1547970945","doi":"10.14264/157926","title":"The 'third way' in action: Inclusion at a cost","year":2003,"lang":"en","type":"dissertation","venue":"The University of Queensland","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Politics; Respondent; Democracy; Government (linguistics); Public administration; Sociology; Public relations; Social science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005686873,0.00007898011,0.0001214185,0.00004539499,0.003755273,0.00001016004,0.0003360003,0.0001489573,0.0001242355],"category_scores_gemma":[0.00004132834,0.00005931346,0.00006232091,0.0001697573,0.000166359,0.00005606901,0.0001259127,0.0002074967,0.00001428929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002594392,"about_ca_system_score_gemma":0.0001133626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02242073,"about_ca_topic_score_gemma":0.4689946,"domain_scores_codex":[0.9991807,0.000203987,0.00007897394,0.0001125637,0.000261703,0.0001621248],"domain_scores_gemma":[0.9994777,0.0001727535,0.0001186532,0.0001384423,0.0000604435,0.00003199279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002233148,0.0001203857,0.05594157,0.0002388923,0.0001719228,0.00005653662,0.8715299,0.00006273638,0.001799024,0.02062713,0.02978745,0.01743136],"study_design_scores_gemma":[0.0005317045,0.00002835198,0.05841247,0.0001542163,0.00005263636,8.102924e-7,0.083371,0.00002042371,0.0002895354,0.0009149814,0.8560196,0.0002043323],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.888843,0.000297682,0.000005638682,0.0005279724,0.0004610325,0.0002752029,0.000004763789,0.0000144793,0.1095702],"genre_scores_gemma":[0.8160866,0.001858094,0.00001141496,0.00001971492,0.00007433129,4.208143e-7,0.0000300982,0.000008291978,0.181911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8262321,"threshold_uncertainty_score":0.9975417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02465515927146211,"score_gpt":0.2855858380587001,"score_spread":0.260930678787238,"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."}}