{"id":"W2495691289","doi":"","title":"Universitat i inclusió: contribució a l'establiment d'indicadors de canvi","year":2016,"lang":"ca","type":"dissertation","venue":"TDX (Tesis Doctorals en Xarxa)","topic":"Inclusive Education and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Context (archaeology); Political science; Philosophy; Geography; Archaeology","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002093922,0.0008126642,0.001002823,0.0007203047,0.003700142,0.0003163578,0.001601266,0.00124477,0.01535657],"category_scores_gemma":[0.001148368,0.0008130604,0.0005740905,0.001091901,0.0005609198,0.0007342091,0.0004863576,0.0006473274,0.002273846],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005409319,"about_ca_system_score_gemma":0.004609237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01859523,"about_ca_topic_score_gemma":0.005862225,"domain_scores_codex":[0.9932452,0.001596995,0.0007275604,0.001140569,0.001656429,0.001633253],"domain_scores_gemma":[0.9949247,0.001312339,0.001054419,0.0006359019,0.0009783502,0.001094276],"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":[0.001516931,0.002355493,0.140441,0.0006331054,0.002320607,0.0004610557,0.4823394,0.00002534874,0.007791276,0.08372696,0.261471,0.01691786],"study_design_scores_gemma":[0.004614137,0.0004340485,0.09095836,0.001177654,0.001949668,0.000007830181,0.2008621,0.00002761614,0.006752084,0.003571494,0.6861923,0.003452716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.864866,0.001315916,0.0001174511,0.01364147,0.006444828,0.00179965,0.0008791261,0.0002877202,0.1106479],"genre_scores_gemma":[0.912698,0.001505663,0.0002074385,0.001275487,0.001395782,0.00003267735,0.000599886,0.00007037607,0.0822147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4247213,"threshold_uncertainty_score":0.999432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164941985428318,"score_gpt":0.3365549781014848,"score_spread":0.3249055582472016,"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."}}