{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006756732,0.001248895,0.0004192718,0.0005004184,0.004536777,0.003425737,0.001240872,0.003901927,0.2528322],"category_scores_gemma":[0.004487464,0.000372269,0.0007050296,0.0001952362,0.00229609,0.005599844,0.007175543,0.005298426,0.1321624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006952633,"about_ca_system_score_gemma":0.0007229579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003596122,"about_ca_topic_score_gemma":0.006497679,"domain_scores_codex":[0.9992586,0.0002148637,0.0000245564,0.0001060579,0.000207487,0.0001884264],"domain_scores_gemma":[0.9990545,0.00008914258,0.00005348134,0.0001038628,0.0002239324,0.000475081],"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":[0.0001167235,0.00008513566,0.0005534003,0.0001116048,0.0000119499,0.001597681,0.005588666,0.00003805277,0.001071054,0.0136086,0.9134674,0.0637498],"study_design_scores_gemma":[0.00001944645,0.00006169781,0.0007543797,0.0001364978,0.000005803022,0.001864109,0.009458961,0.00008410634,0.0003788764,0.007086026,0.9801143,0.00003577129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01215978,0.002791896,0.01470876,0.09516725,0.03138957,0.0003648331,0.001268739,0.006373534,0.8357756],"genre_scores_gemma":[0.08898596,0.001917541,0.01320938,0.04411773,0.002407212,0.0003619258,0.0007208213,0.001690915,0.8465886],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2528322,"threshold_uncertainty_score":0.8458081,"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."}}