{"id":"W3126698200","doi":"10.29173/iasl7588","title":"Localization of Collaborative Planning and Teaching in Hong Kong","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Status quo; Curriculum; Information literacy; Pedagogy; Sociology; Political science; Knowledge management; Psychology; Medical education; Mathematics education; Computer science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009528447,0.0001037895,0.0002030721,0.0001141683,0.0004663588,0.0001502337,0.000105768,0.00009868976,0.00002469311],"category_scores_gemma":[0.001403495,0.0001073518,0.00001500772,0.0005130349,0.0001954442,0.0007064338,0.0001173923,0.0002375893,8.347722e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009188104,"about_ca_system_score_gemma":0.0003755444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005157968,"about_ca_topic_score_gemma":0.0008563816,"domain_scores_codex":[0.9988893,0.000120534,0.0002316428,0.000255495,0.0002921246,0.0002109093],"domain_scores_gemma":[0.9987823,0.00009279899,0.0001357671,0.00003726407,0.0008781201,0.00007373905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002062309,0.00004162476,0.1855679,0.00003152524,0.000005410093,0.000004714514,0.7671414,0.00001324072,0.0007019006,0.0423333,0.0002309091,0.003907503],"study_design_scores_gemma":[0.0003555836,0.0000820993,0.01329421,0.0004882403,0.000008899297,0.000001607321,0.9721856,0.00136621,0.001518103,0.003256432,0.007236548,0.0002065079],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684266,0.0003127779,0.001014696,0.0008463274,0.00006612729,0.0001414324,0.00001213397,0.00004400108,0.02913587],"genre_scores_gemma":[0.9988506,0.00005947041,0.0006082702,0.00007679586,0.00006012874,0.000005894463,0.000005322363,0.000006659131,0.0003269021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2050442,"threshold_uncertainty_score":0.4377681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02212792292698312,"score_gpt":0.3283109730563523,"score_spread":0.3061830501293692,"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."}}