{"id":"W6925397885","doi":"10.17910/b7.390","title":"Starter-ACLEW","year":2017,"lang":"en","type":"dataset","venue":"","topic":"Digital Education and Society","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Set (abstract data type); Work (physics); Process (computing); Product (mathematics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001989218,0.004626263,0.002369327,0.005304918,0.001692085,0.003358996,0.00463653,0.004074089,0.07103343],"category_scores_gemma":[0.008995778,0.001127083,0.003002334,0.00482983,0.0009618051,0.003029594,0.003871926,0.003735413,0.1440642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001894159,"about_ca_system_score_gemma":0.003194969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02527196,"about_ca_topic_score_gemma":0.06115148,"domain_scores_codex":[0.9975933,0.0005084458,0.0002246368,0.0006748167,0.0005376991,0.0004611256],"domain_scores_gemma":[0.9963727,0.000704057,0.000218058,0.001259681,0.0007893954,0.000656078],"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":[0.00007480408,0.00005285175,0.0003754327,0.0002799582,0.00002873519,0.00001603799,0.00002134148,0.0001597902,0.0001218236,0.0002450281,0.9970613,0.001562813],"study_design_scores_gemma":[0.0009328239,0.0001329975,0.003660403,0.0003332478,0.00007918824,0.0001811657,0.0002769007,0.001759836,0.001178461,0.001738904,0.9896437,0.00008246455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005736148,0.0001435214,0.0001922733,0.0002112116,0.00017172,0.0000517343,0.9958346,0.001792499,0.001028825],"genre_scores_gemma":[0.000433401,0.00004333237,0.0004123775,0.0001009195,0.0000158312,0.00009411268,0.9979101,0.0001770519,0.0008128148],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9289666,"threshold_uncertainty_score":0.2376305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02515528868903965,"score_gpt":0.3243706357571124,"score_spread":0.2992153470680727,"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."}}