{"id":"W4399418448","doi":"10.56059/11599/4534","title":"Report of the Special Parallel Session: Strategies and Solutions for ODFL in the Pacific Region","year":2022,"lang":"en","type":"report","venue":"","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Computer science; Oceanography; Geology; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.003433472,0.0008612137,0.0003417587,0.001334746,0.002767897,0.003882211,0.001133604,0.002000724,0.08113903],"category_scores_gemma":[0.002792783,0.0003143301,0.0004024872,0.001484408,0.0003308119,0.002240477,0.002242735,0.00245166,0.01478171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003645398,"about_ca_system_score_gemma":0.023546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1398773,"about_ca_topic_score_gemma":0.2077966,"domain_scores_codex":[0.9982604,0.0001536361,0.00004403139,0.00009522105,0.0009663311,0.0004803866],"domain_scores_gemma":[0.9956246,0.0003011475,0.00009155412,0.0001025976,0.002073533,0.001806716],"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":[0.0000892035,0.0002098177,0.0008329701,0.0002224439,0.000003892731,0.0001443439,0.000853927,0.0002179825,0.0006992645,0.002001882,0.9525805,0.04214374],"study_design_scores_gemma":[0.00001129213,0.00004968831,0.003785151,0.00008008469,0.000003780136,0.0000467408,0.001792497,0.0000894992,0.0006022002,0.0003217334,0.993207,0.00001038706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02322318,0.007963761,0.004669676,0.0651719,0.02412937,0.002532497,0.04481859,0.0009459504,0.8265451],"genre_scores_gemma":[0.0249961,0.006180092,0.004196401,0.003578731,0.001391054,0.001078082,0.01886617,0.0004246061,0.9392889],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1398773,"threshold_uncertainty_score":0.2781262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039001643721517,"score_gpt":0.2948560802326796,"score_spread":0.1909559158605278,"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."}}