{"id":"W7062477213","doi":"","title":"Transect 20:1 (spring 2002)","year":2002,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Field (mathematics); Quarter (Canadian coin); Marsh; Transect","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008526564,0.0007293549,0.0004262221,0.001104754,0.008033017,0.005432606,0.001074639,0.005551077,0.2350459],"category_scores_gemma":[0.002059147,0.0004905561,0.0005378136,0.001024765,0.0007361005,0.002271742,0.003197498,0.005963692,0.1058222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00219761,"about_ca_system_score_gemma":0.00410465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07126255,"about_ca_topic_score_gemma":0.3682742,"domain_scores_codex":[0.9993951,0.00005059671,0.00002853463,0.0001236073,0.0002201584,0.0001818842],"domain_scores_gemma":[0.9985313,0.000101097,0.00006514585,0.0001092515,0.0006905399,0.0005026705],"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":[0.00003737129,0.00002154781,0.0005781987,0.00004187355,0.000002764157,0.000154533,0.0003184944,0.00001463771,0.0002603607,0.0008718434,0.9871441,0.01055431],"study_design_scores_gemma":[0.000003385856,0.000008863303,0.002889854,0.00003701159,0.000002435889,0.00003165555,0.0005082436,0.00001036819,0.00008727235,0.0001844981,0.9962294,0.000006895168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005999525,0.004736878,0.001255087,0.04693318,0.1123919,0.0003014505,0.006013663,0.001300138,0.8210682],"genre_scores_gemma":[0.005611104,0.0004596302,0.0003598966,0.009149896,0.001941887,0.0000748429,0.00145695,0.0005081383,0.9804376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7649541,"threshold_uncertainty_score":0.7863069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166600684329491,"score_gpt":0.1984205158477398,"score_spread":0.1817604474147907,"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."}}