{"id":"W7046311692","doi":"","title":"Cultivating Connections: Understanding the Impact of Mentors on Young Adult’s Flourishing","year":2024,"lang":"en","type":"dissertation","venue":"ResearchSpace (University of Auckland)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flourishing; Mentorship; Young adult; Social connectedness; Identity (music); Qualitative research; Social relationship; Young person; Interpersonal relationship","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005190354,0.0002003231,0.00030499,0.0004914619,0.0004043472,0.00008241977,0.0004650896,0.00009493939,0.0225801],"category_scores_gemma":[0.0000758593,0.0001657277,0.0003545675,0.0006191869,0.0001212862,0.00005123857,0.0001422608,0.0007528327,0.00003005657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001485096,"about_ca_system_score_gemma":0.000416554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04827344,"about_ca_topic_score_gemma":0.004844368,"domain_scores_codex":[0.9981609,0.0001638913,0.000169929,0.0003152518,0.0008369936,0.0003530556],"domain_scores_gemma":[0.9986016,0.0004212293,0.0002223676,0.0003298707,0.0003171503,0.0001078186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.003469417,0.001228555,0.05781579,0.002758642,0.006946159,0.00009764561,0.1245,0.0009733387,0.02345027,0.130831,0.5869982,0.06093094],"study_design_scores_gemma":[0.002302589,0.001280887,0.02035424,0.003348825,0.0002719401,0.000001197717,0.9517396,0.01196713,0.001330005,0.004688689,0.00200951,0.0007053891],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6902307,0.00008925784,0.0004079286,0.001281196,0.0001663724,0.0007574664,0.0001260077,0.00002705125,0.3069141],"genre_scores_gemma":[0.9288945,0.00007915464,0.00004379951,8.015224e-7,0.00007490759,0.000001980949,0.000234796,0.00002138497,0.07064869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8272396,"threshold_uncertainty_score":0.9783134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02852068809784643,"score_gpt":0.3102202053196371,"score_spread":0.2816995172217907,"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."}}