{"id":"W7096482863","doi":"","title":"Project 2061: Visions of Science, Visions of Ourselves","year":2015,"lang":"en","type":"article","venue":"","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vision; Nothing; Association (psychology); Higher education; Chose","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":[0.02015555,0.0009124947,0.0004129593,0.001933102,0.005377682,0.005267722,0.001804564,0.001771299,0.03035384],"category_scores_gemma":[0.01514381,0.0004230881,0.0006423175,0.001713775,0.001982294,0.00312545,0.008171933,0.004213478,0.01266148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004161096,"about_ca_system_score_gemma":0.02790888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01389487,"about_ca_topic_score_gemma":0.02597465,"domain_scores_codex":[0.9934908,0.002718626,0.0002176366,0.0004018865,0.002288997,0.0008820431],"domain_scores_gemma":[0.9838171,0.001271624,0.0006438178,0.0011243,0.00540195,0.007741175],"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":[0.0003231506,0.0007304987,0.01264645,0.000351385,0.00002528756,0.00005948108,0.00245201,0.0001399075,0.0006412175,0.02881589,0.7978792,0.1559354],"study_design_scores_gemma":[0.0001369318,0.0004728853,0.0613763,0.0003566468,0.00003530384,0.0002179857,0.005056022,0.0001767753,0.001326917,0.01123137,0.9195786,0.00003422347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07474989,0.002371161,0.007582488,0.07695764,0.006809806,0.008169959,0.04629844,0.0006249235,0.7764357],"genre_scores_gemma":[0.2929967,0.003479657,0.05197341,0.01398885,0.001100018,0.02779252,0.08388076,0.00065654,0.5241315],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03035384,"threshold_uncertainty_score":0.106594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2752246348463271,"score_gpt":0.5388403436344471,"score_spread":0.26361570878812,"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."}}