{"id":"W3134177572","doi":"10.29173/iasl7930","title":"To build upon solid rock or to build upon sand:","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Information literacy; School library; Sociology; Literacy; Mathematics education; Pedagogy; Computer science; Geography; Psychology; Library science; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001357798,0.0006370664,0.0003315801,0.001281277,0.004603063,0.008191105,0.001108893,0.00271157,0.05260059],"category_scores_gemma":[0.005460461,0.0002607842,0.000439617,0.001385779,0.008623082,0.01165486,0.008261379,0.002750986,0.0254576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001623726,"about_ca_system_score_gemma":0.002601383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007615352,"about_ca_topic_score_gemma":0.0168908,"domain_scores_codex":[0.998942,0.000358757,0.0000345124,0.0001748044,0.000257964,0.0002319937],"domain_scores_gemma":[0.9986272,0.0003121342,0.00009307623,0.0003172813,0.0002956941,0.0003546063],"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":[0.00007753127,0.0000600081,0.001802458,0.0003280219,0.00001550235,0.0007470865,0.03640274,0.0002648356,0.001296302,0.5018157,0.2887941,0.1683957],"study_design_scores_gemma":[0.000003716129,0.00002547071,0.0005124801,0.0001903896,0.000005557839,0.0002732899,0.007621153,0.0001511408,0.0004222153,0.01641829,0.9743608,0.00001550225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01971169,0.005472988,0.0252252,0.07479032,0.00602948,0.0001646826,0.0003826634,0.0012519,0.866971],"genre_scores_gemma":[0.2350113,0.005359633,0.01857994,0.01046341,0.0009228506,0.0001600024,0.0002644077,0.001248782,0.7279897],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05260059,"threshold_uncertainty_score":0.1759665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05172784623677882,"score_gpt":0.3594022566655933,"score_spread":0.3076744104288144,"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."}}