{"id":"W4256265576","doi":"10.12968/prps.2017.sup197.15","title":"Pasta possibilities","year":2017,"lang":"en","type":"article","venue":"Practical Pre-School","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Olds College","funders":"","keywords":"Resource (disambiguation); Aesthetics; Sociology; Psychology; Engineering ethics; Architectural engineering; Engineering; Art; 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":[0.000404496,0.000109006,0.0001231659,0.00003617343,0.0004695732,0.0003745739,0.0003796978,0.0000766199,0.0152547],"category_scores_gemma":[0.01025564,0.00009758977,0.0000536869,0.00003953892,0.000340805,0.0006431018,0.0001244941,0.0003694356,0.003620884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003478769,"about_ca_system_score_gemma":0.0001375395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001990016,"about_ca_topic_score_gemma":0.00001209768,"domain_scores_codex":[0.99879,0.0001456212,0.0001799693,0.000385026,0.0002067139,0.0002927152],"domain_scores_gemma":[0.9977195,0.0005246375,0.00015558,0.001216454,0.00005409164,0.0003297829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007587477,0.002984299,0.3712215,0.00003688214,0.00007118981,0.0001773659,0.005074475,0.000001660511,0.004153802,0.223333,0.3763163,0.01587085],"study_design_scores_gemma":[0.0003488037,0.0001205502,0.9057018,0.000007876967,0.00001907831,0.0001008329,0.0008167611,0.00003716948,0.00034284,0.006772081,0.08554978,0.0001824463],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5131823,0.00002722372,0.0005900295,0.0179815,0.00241966,0.0002340575,0.000009603782,0.00009480114,0.4654608],"genre_scores_gemma":[0.9325311,0.000005930157,0.0005502357,0.001070019,0.0003154464,0.00004549692,0.00000106529,0.00001129544,0.06546939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5344803,"threshold_uncertainty_score":0.9980814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002540894889709,"score_gpt":0.4795117666767449,"score_spread":0.379257677187774,"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."}}