{"id":"W3149038478","doi":"10.29173/iasl7889","title":"Creating a reading community","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Situated; Faith; Diversity (politics); Lifelong learning; Pedagogy; Situated learning; Sociology; Psychology; Mathematics education; Computer science; Political science; Theology; Anthropology; Law; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01155618,0.0006009346,0.0004757972,0.003090676,0.02554025,0.01271591,0.003079565,0.004024961,0.04162819],"category_scores_gemma":[0.0192943,0.0005485041,0.0007468662,0.001284474,0.009320327,0.01596042,0.02668932,0.005734345,0.009233631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004199786,"about_ca_system_score_gemma":0.01704908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002753985,"about_ca_topic_score_gemma":0.007830734,"domain_scores_codex":[0.9907897,0.004778503,0.000289772,0.001187582,0.001698463,0.00125602],"domain_scores_gemma":[0.9613893,0.004549456,0.001364312,0.002528576,0.007008748,0.02315961],"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":[0.00008803169,0.0008171716,0.008913025,0.0004250941,0.00004175271,0.004325882,0.3068879,0.0004867956,0.005242225,0.2385667,0.2033908,0.2308145],"study_design_scores_gemma":[0.00002926639,0.00014209,0.00193576,0.0003177741,0.00001712383,0.0007024382,0.1093977,0.0004061192,0.000651714,0.03749909,0.84885,0.00005096526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1913133,0.002116728,0.06713969,0.08162874,0.003867245,0.002273119,0.000225407,0.002034517,0.6494012],"genre_scores_gemma":[0.6894809,0.00103722,0.05579387,0.008107274,0.0009029098,0.0008060482,0.0004061527,0.0009259985,0.2425396],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04162819,"threshold_uncertainty_score":0.1392601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0811461987497839,"score_gpt":0.3773212289376741,"score_spread":0.2961750301878902,"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."}}