{"id":"W4242316610","doi":"10.32920/ryerson.14639160","title":"Fiber To The Home (FTTH) And Competition: Developments In The Netherlands &amp; Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fiber to the x; Competition (biology); Telecommunications; Fiber; Business; Computer science; Passive optical network; Wavelength-division multiplexing; Optoelectronics; Materials science; Biology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003507935,0.0002337433,0.0002446976,0.00007916417,0.0002115443,0.000617571,0.0004367067,0.00005754413,0.0006382279],"category_scores_gemma":[0.00003375006,0.0001373954,0.00003539923,0.0002838426,0.00003330914,0.00008477599,0.001640987,0.000325416,0.00006293064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006686433,"about_ca_system_score_gemma":0.0001507482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5563551,"about_ca_topic_score_gemma":0.9833374,"domain_scores_codex":[0.9988047,0.0000261478,0.0002425698,0.0003428716,0.0003532524,0.0002304585],"domain_scores_gemma":[0.9993249,0.00007772823,0.00008405706,0.000398721,0.0001061138,0.000008463875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001070645,0.00004135465,0.9303198,0.0002347835,0.0001090242,0.0000598242,0.000838393,0.00002015712,0.000002526051,0.0007476127,0.01948485,0.04813096],"study_design_scores_gemma":[0.0001036524,4.131317e-7,0.4967506,0.00007470978,0.00003887745,0.000002146031,0.0008891409,0.00000525569,2.44176e-7,0.0000283133,0.5019197,0.0001868756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457577,0.000839035,0.00001930925,0.01809524,0.0006997169,0.0006440182,0.000007322749,0.00003391788,0.03390374],"genre_scores_gemma":[0.9919997,0.0000513758,0.0002630992,0.004259903,0.0001688424,0.0001992344,0.0001277331,0.00002237187,0.002907713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4824349,"threshold_uncertainty_score":0.6988147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03170384239070949,"score_gpt":0.2352890613591762,"score_spread":0.2035852189684667,"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."}}