{"id":"W7055186227","doi":"","title":"BookCampTO 2010: Take A Path You Don’t Regularly Travel","year":2010,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Path (computing); Focus (optics); Energy (signal processing); Spring (device); Perspective (graphical)","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":[0.0002484787,0.0004216822,0.0002476219,0.0005552896,0.003074332,0.004633039,0.0007247815,0.001562828,0.5744771],"category_scores_gemma":[0.001168287,0.0003512184,0.0001737256,0.00105875,0.0005015905,0.002626323,0.001562237,0.001818275,0.3441491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001962809,"about_ca_system_score_gemma":0.001831127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0177475,"about_ca_topic_score_gemma":0.1254508,"domain_scores_codex":[0.9997358,0.00002130205,0.000005389413,0.00003229123,0.0001484028,0.00005691282],"domain_scores_gemma":[0.9995425,0.00004813258,0.00001172456,0.0000350667,0.0001733093,0.0001894562],"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":[0.000004008153,0.000009776166,0.00002782252,0.00001826993,1.933089e-7,0.00002485404,0.00008958842,0.000007656894,0.0000608601,0.001154278,0.9838914,0.01471124],"study_design_scores_gemma":[7.698984e-7,0.000002050892,0.00005362148,0.000009877913,1.79318e-7,0.00002685623,0.0001022286,0.000005789077,0.00002586919,0.00008527454,0.9996865,0.000001047616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005670824,0.000749228,0.0003996999,0.002949505,0.001062974,0.00003941486,0.0004804805,0.0008111476,0.9929404],"genre_scores_gemma":[0.001719804,0.0004927592,0.0002303096,0.0005009947,0.00007300816,0.00001800679,0.000281845,0.0003317192,0.9963515],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5744771,"threshold_uncertainty_score":0.6069567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005158896288896118,"score_gpt":0.1636492877230623,"score_spread":0.1584903914341662,"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."}}