{"id":"W4280501444","doi":"10.46692/9781447362821.011","title":"Curiosity signpost: Build our alumni hypernetwork","year":2022,"lang":"en","type":"other","venue":"","topic":"Psychological and Educational Research Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curiosity; Computer science; Achondrite; Astrobiology; Psychology; Social psychology; Meteorite; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002229915,0.0007265751,0.0002252232,0.0009088386,0.00420693,0.006579887,0.001668944,0.00170437,0.1007241],"category_scores_gemma":[0.007551575,0.0004716345,0.0003866572,0.000440473,0.001083612,0.01218337,0.01288693,0.002817864,0.05162978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008951604,"about_ca_system_score_gemma":0.002236485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001611471,"about_ca_topic_score_gemma":0.005548254,"domain_scores_codex":[0.998738,0.0004461121,0.00003180222,0.0001417453,0.0003443586,0.0002981129],"domain_scores_gemma":[0.9948959,0.0004022979,0.0001307625,0.0003306201,0.0006735224,0.003566892],"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":[0.0001671615,0.0007075207,0.003738525,0.0002463181,0.00002618015,0.0009026882,0.00803655,0.001605644,0.002966965,0.08986963,0.6568272,0.2349057],"study_design_scores_gemma":[0.00002962689,0.0001266194,0.0004388941,0.0001107146,0.00001153072,0.0001726944,0.003330736,0.002950215,0.0008911035,0.01885086,0.9730512,0.00003575151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05778533,0.0009997414,0.1313483,0.03883693,0.007799761,0.001278377,0.0007380487,0.01580777,0.7454057],"genre_scores_gemma":[0.2311083,0.001251359,0.08913372,0.005687053,0.001482223,0.0008455638,0.001583203,0.002670678,0.6662378],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1007241,"threshold_uncertainty_score":0.3369557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07354616302378637,"score_gpt":0.4199125382245731,"score_spread":0.3463663752007868,"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."}}