{"id":"W2955224821","doi":"","title":"Moving First-Time Buyers Off the Fence: Solving the Millennial Homebuyer Puzzle with Proven Online Solutions and Partnerships","year":2016,"lang":"en","type":"article","venue":"Bridges Conversations in Global Politics and Public Policy","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fence (mathematics); Business; Computer science; Advertising; Mathematics; Combinatorics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000203064,0.0001980764,0.0001574338,0.0001246027,0.0005056111,0.0002097359,0.0002174279,0.00008088775,0.00001329398],"category_scores_gemma":[0.0002806145,0.0001096936,0.00003608473,0.0003481254,0.0005022524,0.000298453,0.0001058388,0.0001296281,0.00000839311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002455391,"about_ca_system_score_gemma":0.0002020545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003397845,"about_ca_topic_score_gemma":0.002669545,"domain_scores_codex":[0.9987412,0.00005504823,0.0002116963,0.0001120429,0.0001618259,0.000718189],"domain_scores_gemma":[0.9991533,0.0002970317,0.00004460331,0.0002679426,0.00006032734,0.0001767821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002539292,0.0001487436,0.07624587,0.0001482016,0.0003669752,0.000005255872,0.01293714,0.001365395,0.0001604091,0.8581029,0.02381484,0.02667886],"study_design_scores_gemma":[0.003651474,0.0002139923,0.5915624,0.0003632131,0.0001774202,0.0003571709,0.01426708,0.05718055,0.00008832962,0.009026612,0.32167,0.001441718],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9167322,0.0008272582,0.0002472422,0.07747492,0.0001155557,0.0003164197,0.0006203647,0.0001235966,0.003542418],"genre_scores_gemma":[0.9979758,0.0006492066,0.00003544812,0.0005572262,0.0003615445,0.0000224737,0.00001285024,0.0000179205,0.000367536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8490763,"threshold_uncertainty_score":0.5136548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0211311373170144,"score_gpt":0.2390751926274561,"score_spread":0.2179440553104416,"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."}}