{"id":"W3126737106","doi":"10.29173/iasl7632","title":"Study on Reading Teaching Design Content","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Reading (process); Context (archaeology); Computer science; Administration (probate law); Mathematics education; Pedagogy; Public relations; Psychology; Political science; Geography","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":[0.001334502,0.0002182689,0.0002691597,0.001824555,0.0008714134,0.001565085,0.0004222969,0.0003451841,0.005555999],"category_scores_gemma":[0.006390785,0.0002196748,0.0002189645,0.001872002,0.0004751404,0.001232582,0.0007819352,0.0005181691,0.0008794013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001832022,"about_ca_system_score_gemma":0.001498671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002630236,"about_ca_topic_score_gemma":0.008503726,"domain_scores_codex":[0.9988134,0.0003931741,0.00009476353,0.000165859,0.0003663859,0.0001664142],"domain_scores_gemma":[0.9953738,0.002320847,0.0008002778,0.0003110333,0.000872744,0.0003214144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001519296,0.001662296,0.459428,0.0009246143,0.00002638529,0.001023317,0.2488996,0.0002542695,0.01218933,0.002752278,0.001620037,0.2710679],"study_design_scores_gemma":[0.00001538235,0.0008269305,0.7861728,0.0003644694,0.00004501042,0.0006916852,0.1546025,0.0003363798,0.004983162,0.0004998774,0.05143632,0.00002536975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9894937,0.0001660744,0.0005687228,0.00008648518,0.000008094234,0.00008716375,0.00008275385,0.00000998927,0.009496883],"genre_scores_gemma":[0.9831226,0.0003465735,0.001887242,0.00007543571,0.00001569144,0.0001412256,0.000167689,0.00001703569,0.0142265],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005555999,"threshold_uncertainty_score":0.01858664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1584536296836326,"score_gpt":0.3764718354044119,"score_spread":0.2180182057207792,"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."}}