{"id":"W4243001432","doi":"10.1080/10508406.2016.1215753","title":"Introduction to the Special Issue","year":2016,"lang":"en","type":"article","venue":"Journal of the Learning Sciences","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002540213,0.001944006,0.001990277,0.003753655,0.00202293,0.005547904,0.001963112,0.00521315,0.2277207],"category_scores_gemma":[0.009524941,0.0005707213,0.001518256,0.001593263,0.0008601247,0.00379216,0.003512417,0.005315305,0.1498347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001257567,"about_ca_system_score_gemma":0.003128113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001014075,"about_ca_topic_score_gemma":0.002420423,"domain_scores_codex":[0.998562,0.0002028047,0.0001619566,0.0002516259,0.0006283665,0.0001931004],"domain_scores_gemma":[0.9914925,0.001370224,0.0005499202,0.0005395847,0.003407766,0.002639969],"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":[0.00001845733,0.00001763761,0.00007058872,0.00009753468,0.000003137553,0.00004840336,0.00000793202,0.00001422104,0.0000767102,0.0003181497,0.9796987,0.01962858],"study_design_scores_gemma":[0.000009745849,0.00002974021,0.0004190642,0.0001374329,0.00000577075,0.0001673552,0.00002272375,0.00003264595,0.00004697122,0.0007379861,0.9983834,0.000007168855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000262697,0.01149502,0.000788379,0.04040951,0.9091877,0.0001268872,0.0005491975,0.0002683618,0.03691237],"genre_scores_gemma":[0.001345936,0.009793111,0.0005984862,0.02749021,0.7372425,0.0001910276,0.0009375782,0.0003310153,0.2220701],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2277207,"threshold_uncertainty_score":0.7618017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05294310500330802,"score_gpt":0.4069279576516551,"score_spread":0.3539848526483471,"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."}}