{"id":"W4252736123","doi":"10.12968/prps.2018.sup209.11","title":"Sticky situation!","year":2018,"lang":"en","type":"article","venue":"Practical Pre-School","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Olds College","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004677713,0.00007781784,0.00009579331,0.00005776817,0.0003659284,0.0001507628,0.0001764032,0.00013844,0.004847398],"category_scores_gemma":[0.01357522,0.00007411939,0.00003239145,0.0002673072,0.0004070949,0.0006485407,0.00009479827,0.0001979326,0.005115345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009198552,"about_ca_system_score_gemma":0.0004287469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001266157,"about_ca_topic_score_gemma":0.0002765028,"domain_scores_codex":[0.9989015,0.00006882878,0.0001724157,0.0002166802,0.0003400959,0.0003004175],"domain_scores_gemma":[0.9990318,0.0003301266,0.00005977893,0.0001746624,0.0001443042,0.0002593342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001337112,0.0002804172,0.01732638,0.000005712066,0.00004786803,0.00002625553,0.003107294,3.166714e-7,0.0002031257,0.7984204,0.1511713,0.02927722],"study_design_scores_gemma":[0.0002534548,0.00008255201,0.02554956,0.000007432789,0.00001574147,0.000005867006,0.000673767,0.00004154659,0.0003278096,0.1025265,0.8703098,0.0002059486],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07199224,0.00002488507,0.008301842,0.0209917,0.0004830423,0.0002798933,0.000001569421,0.0004033093,0.8975215],"genre_scores_gemma":[0.9846812,0.00001575907,0.005426737,0.0009925605,0.0006885707,0.00001233551,0.000002974967,0.000007749513,0.008172098],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.912689,"threshold_uncertainty_score":0.9960623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03906540448212496,"score_gpt":0.3710537137542255,"score_spread":0.3319883092721005,"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."}}