{"id":"W7066766027","doi":"","title":"Literacy, Information Privilege, and Citizenship: A Collaborative Community Service-Learning Program for University of Saskatchewan Students","year":2024,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Information system; Collaborative learning; Collaborative model; Information sharing","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006603972,0.0002831251,0.0004240336,0.0001272345,0.0001917849,0.0001540341,0.0005998117,0.0001411387,0.03305357],"category_scores_gemma":[0.00005862391,0.0003287774,0.00012367,0.0002977916,0.000120359,0.0002108502,0.001115501,0.000637805,0.03532869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005955308,"about_ca_system_score_gemma":0.0001467766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001426105,"about_ca_topic_score_gemma":0.0001433398,"domain_scores_codex":[0.9983897,0.0003428763,0.0003054507,0.0005147411,0.0002208977,0.000226384],"domain_scores_gemma":[0.99803,0.000194407,0.0004384501,0.0009432979,0.000272977,0.0001208385],"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":[0.0006298699,0.003488678,0.08873547,0.00719166,0.006658845,0.000004773305,0.1935359,0.001668643,0.0004453871,0.01203303,0.4261773,0.2594305],"study_design_scores_gemma":[0.002034259,0.00001995901,0.008917388,0.001124899,0.0005795498,2.989431e-7,0.02790688,0.001425835,0.0001378107,0.01105181,0.9459818,0.0008195015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04923077,0.000002760971,0.006838716,0.00008724999,0.000134326,0.003178535,0.0008115387,0.0002528757,0.9394632],"genre_scores_gemma":[0.258014,0.000008537731,0.005854093,0.00003234972,0.0001147028,0.0001590773,0.0007534698,0.0001507092,0.7349131],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5198045,"threshold_uncertainty_score":0.9999164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008765971913907955,"score_gpt":0.257596199402325,"score_spread":0.248830227488417,"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."}}