{"id":"W6899208791","doi":"10.58079/luzw","title":"Active Voices ... wir reden mit Leslie Chan über Transdisziplinarität und Partizipation","year":2022,"lang":"de","type":"article","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Action (physics); Subject (documents); Order (exchange)","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":[],"category_scores_codex":[0.0009568289,0.0004134117,0.0005255963,0.000255159,0.006244859,0.0001549346,0.000830472,0.0007418448,0.00437644],"category_scores_gemma":[0.0002992126,0.0004781935,0.0003142615,0.00169183,0.001081804,0.0008166378,0.0002749706,0.001589361,0.000358676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001489297,"about_ca_system_score_gemma":0.0009093157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003147712,"about_ca_topic_score_gemma":0.0005200561,"domain_scores_codex":[0.9955716,0.001529298,0.0003932359,0.0007869192,0.0007482701,0.0009707042],"domain_scores_gemma":[0.9979112,0.000627805,0.0005248877,0.0003204403,0.00027121,0.0003444275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005613702,0.0007069563,0.004446895,0.00003139477,0.002884929,0.00008718129,0.6153522,0.0003860989,0.0004638529,0.01607193,0.3500837,0.00892345],"study_design_scores_gemma":[0.001164782,0.0002424979,0.06638305,0.00003183818,0.000880347,0.000004403182,0.4701373,0.00003335666,0.0001478134,0.0007406895,0.4596919,0.0005420276],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7500542,0.00604458,0.00004006707,0.1900497,0.005864976,0.001327829,0.0006577568,0.0003106077,0.04565028],"genre_scores_gemma":[0.9631714,0.0005126774,0.00003952595,0.0009957479,0.001634745,0.0001311787,0.0003263339,0.00003342292,0.03315499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2131172,"threshold_uncertainty_score":0.9997669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06639089671240188,"score_gpt":0.3236699477404522,"score_spread":0.2572790510280503,"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."}}