{"id":"W4241156405","doi":"10.46692/9781529208634.002","title":"Student Campaigns","year":2020,"lang":"en","type":"other","venue":"","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001354431,0.0006662336,0.0004683087,0.001597826,0.002866265,0.005890155,0.00118069,0.002507033,0.5216876],"category_scores_gemma":[0.004573235,0.0002577515,0.0003925005,0.001295497,0.0008457695,0.003325535,0.005318642,0.002496293,0.2786069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252386,"about_ca_system_score_gemma":0.002318277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00126868,"about_ca_topic_score_gemma":0.002639099,"domain_scores_codex":[0.9981288,0.0004573862,0.00007727952,0.0003232784,0.0004823676,0.0005309519],"domain_scores_gemma":[0.9971495,0.0004661947,0.0002043673,0.0002564649,0.0007557761,0.001167735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001139657,0.0002893031,0.003130333,0.0004333613,0.000008003389,0.0002605126,0.00263164,0.00006404802,0.0007062225,0.03462007,0.7231147,0.2346278],"study_design_scores_gemma":[0.000007661254,0.00003445292,0.001156834,0.00009435289,0.000001716462,0.00007324263,0.0005839597,0.00002228741,0.00011642,0.001057896,0.9968467,0.000004345654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00722249,0.001419164,0.001017972,0.009737733,0.003409547,0.0003175209,0.001910908,0.0007374475,0.9742272],"genre_scores_gemma":[0.03760213,0.001048177,0.0005086216,0.00693562,0.001410302,0.0002233957,0.001342284,0.0002943044,0.9506351],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5216876,"threshold_uncertainty_score":0.6822546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04635197060287333,"score_gpt":0.3542497826273395,"score_spread":0.3078978120244662,"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."}}